diff --git a/requirements.txt b/requirements.txt
index 5951b4e7..4ee24e59 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -30,4 +30,6 @@ certauth~=1.3.0
 pandas~=1.3.0
 numpy~=1.21.0
 scikit-learn~=0.24.2
-botocore~=1.20.82
\ No newline at end of file
+botocore~=1.20.82
+textblob
+html2text
\ No newline at end of file
diff --git a/securetea/lib/web_deface/config/data.csv b/securetea/lib/web_deface/config/data.csv
new file mode 100644
index 00000000..71161d4e
--- /dev/null
+++ b/securetea/lib/web_deface/config/data.csv
@@ -0,0 +1,99 @@
+status,content
+true,"# Hacked by ./Mr.Xoexarno
+
+## **Sundacrack ft. Hacktivist Of Garuda**
+
+Now you can browse privately, and other people who use this device won’t see
+your activity. However, downloads, bookmarks and reading list items will be
+saved. Learn more
+
+Chrome _won’t save_ the following information:
+
+  * Your browsing history 
+  * Cookies and site data 
+  * Information entered in forms 
+
+Your activity _might still be visible_ to:
+
+  * Websites you visit 
+  * Your employer or school 
+  * Your internet service provider 
+
+_Block third-party cookies_ When on, sites can't use cookies that track you
+across the web. Features on some sites may break.
+
+Learn more
+
+"
+true,"
+
+## ![](./Noilesha__files/75338-gaya-lisa-blackpink-di-paris.jpg)  
+
+# Website Owned by @Noilesha  
+  
+
+# Your system has been Hacked
+
+# Ah dude, they're stupid and you're more of a fool  
+  
+  
+
+# BLACKPINK IN YOUR AREA
+
+"
+true,"
+
+![TGVMDDEW](https://g.top4top.io/p_1901dzahn0.jpg)
+
+#  TOUCHED BY LEFT-10
+
+## Simple Aja... Jangan lupain ""Hello World !""
+
+### XPLOITER CYBERSECURITY - BanjarnegaraXploit
+
+"
+true,"
+
+404
+
+Not Found
+
+"
+true,"
+
+"
+true,"
+
+#  
+  
+![](https://h.top4top.io/p_2008yo80j0.png)
+
+HACKED BY TN.MDK  
+  
+PLAY MUSIC  PAUSE MUSIC  
+  
+[ + ] GREETZ [ + ]
+
+| BALI BLACKHAT | KoR3X-T3MEN TEAM | Cowok Tersakiti Team |  
+  
+[ - ]My Friends[ - ]  
+|  
+| MR.ARD1K4 | MR.CRS | MR.tregear | MR.Ngebug KLUYUT: 3 | JawolganteX | Mr.
+Quixter | MR.Z | And You :) |  
+  
+
+"
+true,"  
+  
+\- Hacked By TN.MDK -  
+  
+message:  
+Selama masalah tidak dipermasalahkan, masalah tidak akan menjadi masalah.  
+  
+Greets:  
+Bali Blackhat | K0R3X T3MEN~TEAM | Cowok Tersakiti Team
+
+"
+true,"
+
+"
diff --git a/securetea/lib/web_deface/config/data1.csv b/securetea/lib/web_deface/config/data1.csv
new file mode 100644
index 00000000..47062b73
--- /dev/null
+++ b/securetea/lib/web_deface/config/data1.csv
@@ -0,0 +1,1646 @@
+status,content
+true,"Skip to main content
+
+  * English
+  * हिन्दी
+
+  * ![Twitter](./IIT Bombay _ IIT Bombay_files/Twitter.png)
+  * ![Facebook](./IIT Bombay _ IIT Bombay_files/Facebook.png)
+  * ![Google+](./IIT Bombay _ IIT Bombay_files/Google.png)
+  * ![LinkedIn](./IIT Bombay _ IIT Bombay_files/LinkedIn.png)
+
+![IITB](./IIT Bombay _ IIT Bombay_files/logo.png)
+
+#####  Indian Institute of Technology Bombay
+
+# IIT Bombay
+
+![Diamond Jubilee Logo](./IIT Bombay _ IIT Bombay_files/iitb-dj.png)
+
+Menu _▼_ _▼_
+
+  * Home
+    * About IITB
+    * Contact us
+  * Students
+    * Academic Divisions
+    * Current Students
+      * Academic Time table
+      * Academic Calendar
+      * Academic Rulebook
+      * Student Affairs Office
+      * Gymkhana
+      * Hostels
+      * Exchange Opportunities for IITB Students
+    * Prospective Students
+      * Why IITB ?
+      * Women Students
+      * Entrance Exams
+        * Admission Notice for PG/PhD programmes 2018-19
+      * Research at IIT Bombay
+      * B.Tech Programe
+      * M.Tech./M.Tech.+Ph.D. (Dual Degree)
+      * M.Sc.
+      * M.Mgmt.
+      * Executive MBA
+      * M.Des.
+      * M. Phil.
+      * MPP
+      * M-UDE
+      * PhD applicants
+      * International applicants
+        * Induction info for international students
+      * Research Internship
+      * Admission day
+        * Student mentorship
+      * M.Sc.- Ph.D. (Dual Degree) in Energy
+      * M.S. by Research in CSE Department
+      * M.A. + PhD (Dual Degree) in Philosophy
+    * Gender Cell (FKA Women's Cell)
+      * IITB Policy on Sexual Harassment
+    * Student Wellness Centre (Counselling Care)
+    * SC/ST Cell
+  * Faculty
+    * Academic Divisions
+    * Facilities at IIT Bombay
+    * Prospective Faculty
+      * Career at IITB
+      * Application Forms (Faculty)
+      * Faculty Facilitations
+      * Research at IIT Bombay
+    * Current Faculty
+      * Academic Time table
+      * Academic Calendar
+      * Library
+      * Academic Rulebook
+      * Faculty Handbook
+      * ASC
+      * Drona
+    * Retired Faculty
+      * PRMS 
+      * PRMS (2015+)
+    * Awards and Honours
+    * Chair Professorships
+    * IITB Research Park
+  * Staff
+    * Staff Handbook
+    * Prospective Staff
+      * Job Search
+      * Careers at IITB
+    * Current Staff
+      * ASC
+      * Administration Homepage
+    * Retired Staff
+      * PRMS
+      * PRMS 2015+
+    * Internal Pages
+  * Media
+    * Public Relations Office
+    * News Hub
+    * Research at IIT Bombay
+    * Photo Gallery
+  * Alumni
+    * IITB Alumni Office
+    * Alumni Association
+  * Industry
+    * IITB Research Park
+    * SINE
+    * Consultancy and Research
+    * Continuing Education
+    * Analytical Measurements
+    * Technology Transfer & Licensing
+    * Donor Relationship
+    * Placements at IITB
+    * Vendor's Corner
+    * Tenders
+    * GST Registration Details
+  * Resources
+    * Institute Policies
+      * Computer Centre Policy
+      * IITB Laboratory Safety Policy
+      * IITB Security Policy
+      * RTI
+    * Facilities at IITB
+    * Donor Relation Programme
+    * IoE
+    * Gender Cell
+    * SC/ST/OBC/PWD Cells
+    * Emergency Contact
+    * Events Calendar
+
+  * Home
+    * ##### Home
+
+    * About IITB
+    * Contact us
+  * Students
+    * ##### Students
+
+    * Academic Divisions
+    * Current Students
+      * ##### Current Students
+
+      * Academic Time table
+      * Academic Calendar
+      * Academic Rulebook
+      * Student Affairs Office
+      * Gymkhana
+      * Hostels
+      * Exchange Opportunities for IITB Students
+    * Prospective Students
+      * ##### Prospective Students
+
+      * Why IITB ?
+      * Women Students
+      * Entrance Exams
+        * ##### Entrance Exams
+
+        * Admission Notice for PG/PhD programmes 2018-19
+      * Research at IIT Bombay
+      * B.Tech Programe
+      * M.Tech./M.Tech.+Ph.D. (Dual Degree)
+      * M.Sc.
+      * M.Mgmt.
+      * Executive MBA
+      * M.Des.
+      * M. Phil.
+      * MPP
+      * M-UDE
+      * PhD applicants
+      * International applicants
+        * ##### International applicants
+
+        * Induction info for international students
+      * Research Internship
+      * Admission day
+        * ##### Admission day
+
+        * Student mentorship
+      * M.Sc.- Ph.D. (Dual Degree) in Energy
+      * M.S. by Research in CSE Department
+      * M.A. + PhD (Dual Degree) in Philosophy
+    * Gender Cell (FKA Women's Cell)
+      * ##### Gender Cell (FKA Women's Cell)
+
+      * IITB Policy on Sexual Harassment
+    * Student Wellness Centre (Counselling Care)
+    * SC/ST Cell
+  * Faculty
+    * ##### Faculty
+
+    * Academic Divisions
+    * Facilities at IIT Bombay
+    * Prospective Faculty
+      * ##### Prospective Faculty
+
+      * Career at IITB
+      * Application Forms (Faculty)
+      * Faculty Facilitations
+      * Research at IIT Bombay
+    * Current Faculty
+      * ##### Current Faculty
+
+      * Academic Time table
+      * Academic Calendar
+      * Library
+      * Academic Rulebook
+      * Faculty Handbook
+      * ASC
+      * Drona
+    * Retired Faculty
+      * ##### Retired Faculty
+
+      * PRMS 
+      * PRMS (2015+)
+    * Awards and Honours
+    * Chair Professorships
+    * IITB Research Park
+  * Staff
+    * ##### Staff
+
+    * Staff Handbook
+    * Prospective Staff
+      * ##### Prospective Staff
+
+      * Job Search
+      * Careers at IITB
+    * Current Staff
+      * ##### Current Staff
+
+      * ASC
+      * Administration Homepage
+    * Retired Staff
+      * ##### Retired Staff
+
+      * PRMS
+      * PRMS 2015+
+    * Internal Pages
+  * Media
+    * ##### Media
+
+    * Public Relations Office
+    * News Hub
+    * Research at IIT Bombay
+    * Photo Gallery
+  * Alumni
+    * ##### Alumni
+
+    * IITB Alumni Office
+    * Alumni Association
+  * Industry
+    * ##### Industry
+
+    * IITB Research Park
+    * SINE
+    * Consultancy and Research
+    * Continuing Education
+    * Analytical Measurements
+    * Technology Transfer & Licensing
+    * Donor Relationship
+    * Placements at IITB
+    * Vendor's Corner
+    * Tenders
+    * GST Registration Details
+  * Resources
+    * ##### Resources
+
+    * Institute Policies
+      * ##### Institute Policies
+
+      * Computer Centre Policy
+      * IITB Laboratory Safety Policy
+      * IITB Security Policy
+      * RTI
+    * Facilities at IITB
+    * Donor Relation Programme
+    * IoE
+    * Gender Cell
+    * SC/ST/OBC/PWD Cells
+    * Emergency Contact
+    * Events Calendar
+
+  * ![](./IIT Bombay _ IIT Bombay_files/baloon-takeoff.jpg)
+
+Where do you want to stretch the limits?
+
+IIT Bombay
+
+Yearn to Excel
+
+  * ![](./IIT Bombay _ IIT Bombay_files/chemlab.jpg)
+
+IIT Bombay
+
+Yearn to Learn
+
+  * ![](./IIT Bombay _ IIT Bombay_files/flameview.jpg)
+
+IIT Bombay
+
+Yearn to Explore
+
+  * ![](./IIT Bombay _ IIT Bombay_files/guitar.jpg)
+
+IIT Bombay
+
+Yearn to Express
+
+  * ![](./IIT Bombay _ IIT Bombay_files/calculate-chip.jpg)
+
+IIT Bombay
+
+Yearn to Innovate
+
+  * ![](./IIT Bombay _ IIT Bombay_files/rupee.jpg)
+
+IIT Bombay
+
+Yearn to Create
+
+  * ![](./IIT Bombay _ IIT Bombay_files/lead-boy.jpg)
+
+IIT Bombay
+
+Yearn to Lead
+
+  * ![](./IIT Bombay _ IIT Bombay_files/endure-aq.jpg)
+
+IIT Bombay
+
+Yearn to Endure
+
+  * ![](./IIT Bombay _ IIT Bombay_files/lakeponder.jpg)
+
+IIT Bombay
+
+The Place to Be
+
+![](./IIT Bombay _ IIT Bombay_files/baloon-takeoff.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/chemlab.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/flameview.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/guitar.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/calculate-chip.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/rupee.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/lead-boy.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/endure-aq.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/lakeponder.jpg)
+
+## News
+
+![](./IIT Bombay _ IIT Bombay_files/Endowment Fund from Mr. Sandeep Naik and
+alumnus Mr. Shantanu Rastogi.jpg)
+
+**IIT Bombay establishes an Endowment Fund to...**
+
+Mumbai: The Indian Institute of Technology Bombay (IIT Bombay) is pleased to
+announce the establishment of an endowment fund to support research at the
+Institute, sponsored ...more
+
+![](./IIT Bombay _ IIT Bombay_files/Nivesh Kumar.jpg)
+
+**Nivesh Kumar gifts IIT Bombay with an Endowment...**
+
+Mumbai: IIT Bombay’s alumnus Nivesh Kumar has come forward to make a generous
+endowment of Rs. 1.25 crores to the ‘Industrial Engineering and Operations
+Research (IEOR) ...more
+
+![](./IIT Bombay _ IIT Bombay_files/Anys.jpg)
+
+**Ansys Announces MTech Fellowship Awards at IIT...**
+
+Mumbai: Ansys, (NASDAQ: ANSS), the global leader and innovator of engineering
+simulation software, today announced its partnership with the Indian Institute
+of Technology ...more
+
+![](./IIT Bombay _ IIT Bombay_files/H5 group photo_0.JPG)
+
+**IIT Bombay commences enhancement of one of its...**
+
+Mumbai: The Indian Institute of Technology Bombay (IIT Bombay) which is
+consistently ranked as one of India’s leading universities is pleased to
+announce the groundbreaking ...more
+
+  *  
+  * 1 of 67
+  * next ›
+
+### Graduate Aptitude Test in Engineering 2021
+
+  * Graduate Aptitude Test in Engineering (GATE) 2021
+
+### Cybercrimes Security
+
+National Cyber Crime Reporting Portal: https://cybercrime.gov.in
+
+### Advisory on Corona Virus
+
+  * COVID-19 Main Page
+  * Updates on Academic Activities
+  * Information for Students
+  * Information for Campus Residents
+  * Important Circulars
+
+### Events Calendar
+
+**59th Convocation (Virtual Reality Based) of IIT Bombay**
+
+7 Aug 2021
+
+**Independence Day**
+
+15 Aug 2021
+
+**Muharram***
+
+19 Aug 2021
+
+**Ganesh Chaturthi**
+
+10 Sep 2021
+
+**Mahatma Gandhi's Birthday**
+
+2 Oct 2021
+
+**Dussehra**
+
+15 Oct 2021
+
+**Milad-un-Nabi (Birthday of Prophet Mohammad)***
+
+19 Oct 2021
+
+**Observance of the birth anniversary of Late Sardar Vallabhbhai Patel as
+""Rashtriya Ekta Diwas (National Unity**
+
+31 Oct 2021
+
+View entire Calendar
+
+### Events initiated by MHRD
+
+  * **Ek Bharat Shreshtha Bharat**
+  *  **International Yoga Day**
+  *  **Constitution Day**
+  *  **Fit India Programme**
+
+### Research Highlights
+
+prev next
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic2_0.jpg)
+
+**New fortified foods to combat malnutrition in India**
+
+Palatable supplementary foods  designed wit...
+
+### New fortified foods to combat malnutrition in India
+
+Palatable supplementary foods  designed with variety in  mind could be the
+cure for  urban malnutrition
+
+Malnutrition occurs when a...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1_0.jpg)
+
+**Hybrid Treatment Systems— A solution to India’s dying waters**
+
+Study proposes a systematic change to India’s wa...
+
+### Hybrid Treatment Systems— A solution to India’s dying waters
+
+Study proposes a systematic change to India’s wastewater treatment
+infrastructure to improve the quality of water and minimise environmental
+impact.
+
+...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic2.jpg)
+
+**Producing low-cost hydrogen fuel with the help of magnets**
+
+Researchers have demonstrated how a magnetised catalyst can speed u...
+
+###  Producing low-cost hydrogen fuel with the help of magnets
+
+Researchers have demonstrated how a magnetised catalyst can speed up hydrogen
+production while bringing down the energy cost.
+
+Hydrogen gas is an environment-friendly fuel, as it produces wate...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1.jpg)
+
+**How fast you cool molten iron determines its properties**
+
+A new cooling model gave better predictions of the strength and duc...
+
+###  How fast you cool molten iron determines its properties
+
+A new cooling model gave better predictions of the strength and ductility of
+cast iron
+
+Cast iron, an alloy of iron with carbon, is widely used for making machine and
+automobile parts. In its...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1_0\(1\).jpg)
+
+**Improved Model for High-sensitivity Gallium Nitride Biosensors**
+
+Researchers propose a biosensor model that captures the effect of t...
+
+###  Improved Model for High-sensitivity Gallium Nitride Biosensors
+
+Researchers propose a biosensor model that captures the effect of the fluid-
+sensor interface charge.
+
+Electrochemical biosensors are measuring systems that produce electric current
+proportiona...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1\(1\).jpg)
+
+**IIT Bombay researchers propose a novel piezoelectric material**
+
+Researchers probe properties of the new material, say better for mi...
+
+###  IIT Bombay researchers propose a novel piezoelectric material
+
+Researchers probe properties of the new material, say better for micro- and
+nanodevices.
+
+Air travel these days has become pretty smooth, with passengers feeling very
+little vibrations while s...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/mimivirus.jpg)
+
+**History of Giants in the Gene: Scientists Use DNA to Trace the Origins of
+Giant Viruses**
+
+Scientists investigate the evolution of Mimivirus, one of the world...
+
+### History of Giants in the Gene: Scientists Use DNA to Trace the Origins of
+Giant Viruses
+
+Scientists investigate the evolution of Mimivirus, one of the world’s largest
+viruses, through how they replicate DNA
+
+Researchers from the Indian Institute of Technology Bombay shed light on...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/image2.jpeg)
+
+**Towards Safer Roads**
+
+Researchers recognise risky driving situations by identifying impor...
+
+### Towards Safer Roads
+
+Researchers recognise risky driving situations by identifying important
+factors leading to road crashes.  
+
+India witnesses the most road crash-related fatalities in the world. Aroun...
+
+  
+
+Read Archived Highlights
+
+## Search this website by keywords or browse from sections below
+
+## Search form
+
+Search
+
+#### Academics
+
+  * Academic Divisions
+  * Academics Website
+  * Academic Time table
+  * Academic Calendar
+  * Entrance exams
+  * CEP/ QIP/ CDEEP
+  * Central Library
+
+#### Research
+
+  * R&D Jobs
+  * Internships
+  * Areas of Expertise
+  * Technologies for Licensing
+  * Research Publications
+  * IITB Research Park
+  * Laboratory Safety
+
+#### Explore IITB
+
+  * Campus Map
+  * Photo Gallery
+  * Digital Photo Archive
+  * Gymkhana
+  * Student Events
+  * Campus Diary
+  * ARIIA
+  * NIRF
+  * Institute Calendar
+
+#### Quick Find
+
+  * Faculty Recruitment
+  * Post-doctoral Recruitment
+  * Careers/Jobs
+  * Vendor's Corner
+  * SC-ST-OBC Liaison Cell
+  * Gender Cell
+  * IITB Policy on Sexual Harassment
+  * Facilities
+  * Internal Links
+  * Webmail
+  * Infrastructure Planning and Suppport (IPS)
+
+© 2014 IIT Bombay. All rights reserved
+
+  * About IITB
+  * Education
+  * Research
+  * Site Map
+  * Feedback
+  * RTI
+  * Contact Us
+
+Scroll up
+
+"
+true,"Skip to content ↓
+
+# Massachusetts Institute of Technology
+
+  * Education
+  * Research
+  * Innovation
+  * Admissions + Aid
+  * Campus Life
+  * News
+  * Alumni
+  * About MIT
+  * More ↓
+    * Admissions + Aid
+    * Campus Life
+    * News
+    * Alumni
+    * About MIT
+
+Menu ↓ Search
+
+Menu
+
+Explore websites, people, and locations
+
+sangeeta bhatia
+
+#### Top resources for
+
+  * prospective students
+  * current students
+  * faculty & staff
+  * alumni
+  * parents
+  * Covid-19 and MIT
+  * all resources
+
+![Heather Kosakowski holds an infant who is about to be scanned in an fMRI
+machine at the McGovern Institute for Brain Research.](./MIT - Massachusetts
+Institute of Technology_files/MIT-Baby-MRI-SL.jpg)
+
+##  Spotlight: Aug 2, 2021
+
+How do babies perceive the world? The challenges of tackling this question are
+so daunting that few have tried. But Heather Kosakowski, a PhD candidate in
+brain and cognitive sciences, is determined to find answers.
+
+#### Aug 2, 2021
+
+Full story
+
+#### Share:
+
+  * Twitter
+  * Facebook
+
+Explore more spotlights
+
+MORE FROM THE MIT COMMUNITY
+
+![Burunda Prince ’83, smiling](./MIT - Massachusetts Institute of
+Technology_files/MIT-Diversity-Gap-Burunda-subspot.jpg)
+
+**ALUMNI IN ACTION**
+
+As chief operating officer at the Russell Innovation Center for Entrepreneurs
+in Atlanta, Burunda Prince ’83 is working with her team to build
+infrastructure to help Black entrepreneurs build their companies. The
+nonprofit is part incubator, part accelerator, and part makerspace.
+
+![Arrokoth. Credits: NASA/Johns Hopkins University Applied Physics
+Laboratory/Southwest Research Institute/Roman Tkachenko](./MIT - Massachusetts
+Institute of Technology_files/colorarrokoth_sub.jpg)
+
+**IN THE MEDIA**
+
+A study co-authored by Michaël Marsset details two red objects, discovered in
+the asteroid belt between Mars and Jupiter, that appear to have originated
+beyond Neptune. “They must have formed in a very cold environment,” he told
+the New York Times.
+
+![heat map of the earth](./MIT - Massachusetts Institute of
+Technology_files/MIT_Earth-Hot-Spot-subspot.jpg)
+
+**RESEARCH NEWS**
+
+Geologists have analyzed erupted material from ocean ridges to estimate the
+temperature of the Earth’s interior. This information “is fundamental to
+understanding the planet as a heat engine, and how Earth might be different
+from other planets,” says Stephanie Brown Krein.
+
+![Alexis Sablone sitting on a table](./MIT - Massachusetts Institute of
+Technology_files/IMG_0208.jpg)
+
+**IN THE MEDIA**
+
+Alexis Sablone MArch ’16 spoke with the Washington Post about street
+skateboarding, competing at this year’s Olympics, and why she is uncomfortable
+with being defined. “I’m just always like trying to be myself and do things
+that I love,” she said.
+
+![Miles Johnson wearing a yellow shirt and smiling](./MIT - Massachusetts
+Institute of Technology_files/miles-johnson-mit-00.jpg)
+
+**COMMUNITY SPOTLIGHT**
+
+Making it through his Covid-era senior year with curiosity and community,
+recent mathematics and EECS graduate Miles Johnson ’21 employed a strong dorm
+network and personal interests including rock climbing and jazz.
+
+![micrographs of 2 brain cross-sections](./MIT - Massachusetts Institute of
+Technology_files/Bear-hippocampus-3by2.jpg)
+
+**RESEARCH NEWS**
+
+The brain’s “memory center” is needed to recognize image sequences, but not
+single sights. “This offers the opportunity to actually understand, in a very
+concrete way, how the hippocampus contributes to memory storage in the
+cortex,” Mark Bear says.
+
+#### Want more about MIT?
+
+Explore more spotlights, or subscribe to receive daily or weekly doses of MIT
+in your inbox.
+
+Subscribe
+
+Massachusetts Institute of Technology
+
+  * Education
+  * Research
+  * Innovation
+  * Admissions + Aid
+  * Campus Life
+  * Newsnews.mit.edu
+  * About MIT
+  * Alumni
+
+Join us in building a better world.
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+## JEE Mode 2021 Admissions Portal is Open
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+Click Here for More Information __
+
+##  
+  
+
+Click Here for More Information __
+
+##  
+  
+
+Click Here for More Information __
+
+## Thought Leaders Brainstorm On Bringing Rural Students Back To School
+
+A roundtable meeting on ‘AI & Emerging Tech for Grassroots school education
+post-pandemic’ was recently organised by International Institute of
+Information Technology Hyderabad (IIITH) to uncover and deliberate on
+challenges faced by children in rural government schools.
+
+Click Here for More Information __
+
+## June 2021 Newsletter
+
+Click Here for More Information __
+
+##  
+  
+
+Click here for more information __
+
+##  
+  
+
+Click here for more information __
+
+##  
+  
+
+Click here for more information __
+
+__
+
+__
+
+__  
+JEE |  __  
+Center |  __  
+PG |  __  
+Blog |  __  
+Newsletter |  __  
+Blockchain |  __  
+AIML |  __  
+IoT  
+---|---|---|---|---|---|---|---  
+  
+## __Academics
+
+We offer a variety of programmes: undergraduate, post-graduate, Ph.D. as well
+as part time programmes.
+
+Learn more
+
+## __Admissions
+
+Looking to join us as a student? Find out more about the requirements for the
+application process.
+
+Admissions
+
+## __Research
+
+Several research centres exist here, all conducting some very exciting
+research.
+
+Find out more
+
+* * *
+
+## News
+
+  * IIITH innovations bag winner and super winner awards at Qualcomm Innovation Fellowship Program
+  * CIE at IIITH Conducts Survey on AI Startups in Hyderabad
+  * IIITH Organises Roundtable on Healthy Smart Cities
+  * First-of-its-Kind National Quantum Science And Technology Symposium
+  * IIITH organizes roundtable on the state of rural school education and post-pandemic revival using AI
+
+View all news __
+
+## Events
+
+  * National Quantum Science and Technology Symposium (NQSTS-2021) (26 July – 3 August 2021)
+  * 5th Summer School on AI ( 2 - 31 August 2021)
+  * 20th Convocation (10 July 2021)
+  * Sri F C Kohli Day (19 March)
+  * Alumni Speak Series
+
+View all events __
+
+## Notices
+
+  * Call for Tender: Procuring GPU Computer node for IIIT-H Data I-Hub Foundation
+  * 20th Convocation (10 July 2021)
+  * Announcement for Virtual Labs Fellowship
+  * 19th Convocation (18 July 2020)
+  * 18th Convocation
+
+View all notices __
+
+## Careers
+
+  * Faculty Careers
+  * Other Careers
+  * Staff Careers
+
+Copyright © 2016, International Institute of Information Technology,
+Hyderabad. All rights reserved
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+Privacy policy | Disclosure | NAAC Report | AICTE | NIRF Report | ARIIA 2020 |
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+true,"
+
+### Outdated browser
+
+It seems you are using an outdated web browser not supported by this website
+which may effect your viewing experience.  
+Please use Edge or any other modern web browser.
+
+Learn more
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+Skip to main content
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+![](./Defence Home _ Department of Defence_files/logo-ministers.png) Ministers
+![](./Defence Home _ Department of Defence_files/logo-ministers.png) Ministers
+__![](./Defence Home _ Department of Defence_files/logo-navy.png) Navy
+![](./Defence Home _ Department of Defence_files/logo-navy.png) Navy
+__![](./Defence Home _ Department of Defence_files/logo-army.png) Army
+![](./Defence Home _ Department of Defence_files/logo-army.png) Army
+__![](./Defence Home _ Department of Defence_files/logo-airforce.png) Air
+Force  ![](./Defence Home _ Department of Defence_files/logo-airforce.png) Air
+Force __
+
+Main menu Search ![](./Defence Home _ Department of Defence_files/icon-
+close.svg) ![](./Defence Home _ Department of Defence_files/icon-search.svg)
+
+  * Home
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+  * Home 
+  * ADF Members & Families __
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+    *       * Finding Opportunities 
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+    *       * Security 
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+    *       * Defence at a glance 
+      * Accessing Information 
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+      * Contact Us 
+      * Publications 
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+
+__Back __
+
+Defence websites
+
+![](./Defence Home _ Department of Defence_files/logo-ministers.png) Ministers
+![](./Defence Home _ Department of Defence_files/logo-navy.png) Navy
+![](./Defence Home _ Department of Defence_files/logo-army.png) Army
+![](./Defence Home _ Department of Defence_files/logo-airforce.png) Air Force
+
+##
+
+Battle group swoops to liberate town
+
+Australian Army Abrams tanks and United States Marines joined forces as Battle
+Group Eagle for a mock attack during Exercise Talisman Sabre.
+
+Taking action in the sky
+
+Exercise Teak Action has strengthened ties between Air Force’s No. 37 Squadron
+and its US Air Force counterparts
+
+Defence COVID-19 Support
+
+Defence is supporting the whole-of-government response to the COVID-19
+pandemic through the COVID-19 Taskforce.
+
+Exercise Talisman Sabre 2021
+
+The largest bilateral combined training activity between the ADF and United
+States military is designed to improve interoperability between our forces.
+
+**3** of 4
+
+__ __ Previous slide __ Next slide
+
+![Security Clearances](./Defence Home _ Department of Defence_files/icon-
+security-clearance.svg)
+
+Security Clearances
+
+![Honours & Awards](./Defence Home _ Department of Defence_files/icon-honours-
+awards.svg)
+
+Honours & Awards
+
+![Fighting Fit](./Defence Home _ Department of Defence_files/icon-fighting-
+fit.svg)
+
+Fighting Fit
+
+![ForceNet](./Defence Home _ Department of Defence_files/icon-force-net.svg)
+
+ForceNet
+
+![Key Contacts](./Defence Home _ Department of Defence_files/icon-key-
+contacts.svg)
+
+Key Contacts
+
+##  Explore Our Stories
+
+02 Aug 2021
+
+###### Army
+
+### The Australian Artillery celebrates 150 years
+
+The Australian Artillery celebrated its 150th anniversary yesterday – a
+century-and-a-half of continuous service.
+
+__RAA, 1 Regiment RAA, Royal Australian Artillery
+
+02 Aug 2021
+
+###### International engagement
+
+###### Air Force
+
+### Squadron's family expanded
+
+Air Force’s No. 35 Squadron has begun a sister squadron arrangement with the
+PNG Defence Force’s Air Training Wing.
+
+__No. 35 Squadron, RAAF Base Amberley
+
+###### Media release
+
+###### 01 Aug 2021
+
+#### Exercise Talisman Sabre 2021 officially ends
+
+###### Media release
+
+###### 31 Jul 2021
+
+#### Defence personnel to assist NSW Police and civilian authorities with
+COVID-19 outbreak
+
+###### Media release
+
+###### 28 Jul 2021
+
+#### Change of command in Middle East region
+
+02 Aug 2021
+
+###### COVID-19
+
+###### Defence
+
+### Latest updates - Operation COVID-19 Assist
+
+Defence is supporting the whole-of-government response to the COVID-19
+pandemic through the COVID-19 Taskforce.
+
+__Operation COVID-19 Assist
+
+02 Aug 2021
+
+###### Army, Navy
+
+### Eclectic career continues with Navy commission
+
+A former soldier and sailor has returned to Navy as a commissioned officer.
+
+__HMAS Coonawarra, New Entry Officer Course, 2nd Commando Regiment, Maritime
+Border Command
+
+More stories
+
+##  Defence Images & Video
+
+#### Excercise Talisman Sabre 2021
+
+A United States Army M901 Launching Station is in position in the Shoalwater
+Bay Training Area in Queensland, for rehearsals conducted of the launch of the
+MIM-104 Patriot surface-to-air missile system, during Exercise Talisman Sabre
+2021.
+
+#### HMAS Supply visit to Eden
+
+Seaman Communications Information Systems Tanner Williams writes changes to
+the fleet exercise program on the bridge, as HMAS Supply sails to Sydney, New
+South Wales.
+
+#### Exercise SEA EXPLORER
+
+Australian Army CH-47 Chinook helicopters air lifting M777 Howitzers, Tiger
+Armed Reconnaissance Helicopters, a LCM-8 Landing Craft and Royal Australian
+Navy LHD Landing Craft carrying M1A1 Abrams Main Battle Tanks, M113 Armoured
+Personnel Carriers and Australian Light Armoured Vehicles, transit from Navy
+ships HMAS Canberra and Choules, during an amphibious beach assault, as part
+of Exercise Sea Explorer, Cowley Beach, Queensland.
+
+The 'Sky Aces' aerobatic display team entertains the crowd at the Central
+Coast Airshow in Warnervale, New South Wales.
+
+#### Exercise Talisman Sabre 2021
+
+An Australian Army special operations force soldier from 2nd Commando Regiment
+conducts a free-fall parachute jump from a United States Army MH-60M Black
+Hawk helicopter from 160th Special Operations Aviation Regiment, at RAAF Base
+Tindal near Katherine in the Northern Territory as part of the Combined Joint
+Special Operations Task Force integration training for Exercise Talisman Sabre
+2021.
+
+**3** of 5
+
+__ __ Previous slide __ Next slide
+
+__More Images
+
+__More Videos
+
+  1. __Department of Defence:
+  2. Defence Home
+
+##  Equipping Defence
+
+**01 \- 02** / 07
+
+__ Previous slide __ Next slide
+
+Defence Projects
+
+Learn about Defence capability projects and hardware.
+
+__
+
+Workforce Behind the Defence Force
+
+Learn about some of the Defence industry success stories.
+
+__
+
+Naval Shipbuilding
+
+Generating industry growth and developing secure Australian jobs for the
+future.
+
+__
+
+Land Projects
+
+List of projects for the Land capability in Defence
+
+__
+
+Air Projects
+
+List of projects for the Air capability
+
+__
+
+Sea Projects
+
+List of projects for the Sea capability
+
+__
+
+About CASG
+
+Capability Acquisition and Sustainment Group (CASG).
+
+__
+
+##  Defence Jobs & Careers
+
+  * ####  Defence Jobs in the ADF 
+
+Find your ideal role in the Australian Defence Force.
+
+  * ####  ADF Pay & Conditions 
+
+Discover what benefits and allowances the ADF offers.
+
+  * ####  Australian Defence Force Academy 
+
+ADFA training, uni courses, the lifestyle and where ADFA could take you in the
+future.
+
+  * ####  APS Career Pathways 
+
+Experiences and opportunities like no other organisation.
+
+  * ####  APS Job Vacancies 
+
+The variety of jobs we have is greater than you think.
+
+  * ####  APS Pay & Allowances 
+
+Discover what benefits and allowances Defence offers.
+
+##  Defence Operations
+
+**01 \- 02** / 21
+
+__ Previous slide __ Next slide
+
+Enhanced Regional Engagement
+
+South West Pacific
+
+__
+
+Indo-Pacific Endeavour
+
+Indo Pacific Region
+
+__
+
+OPCOVID19 Assist
+
+Australia
+
+__
+
+Operation Accordion
+
+Middle East Region
+
+__
+
+Operation Argos
+
+North East Asia
+
+__
+
+Operation Aslan
+
+South Sudan
+
+__
+
+Operation Charter
+
+Cyprus
+
+__
+
+Operation Dyurra
+
+Space
+
+__
+
+Operation Gateway
+
+South East Asia
+
+__
+
+Operation Highroad
+
+Afganistan
+
+__
+
+Operation Linesman
+
+South Korea
+
+__
+
+Operation Manitou
+
+Middle East Region Maritime
+
+__
+
+Operation Mazurka
+
+Egypt
+
+__
+
+Operation Okra
+
+Iraq
+
+__
+
+Operation Orenda
+
+Mali
+
+__
+
+Operation Paladin
+
+Israel
+
+__
+
+Operation Render Safe
+
+South West Pacific
+
+__
+
+Operation Resolute
+
+Australian Maritime Interests
+
+__
+
+Operation Solania
+
+Pacific Region
+
+__
+
+Operation Southern Discovery
+
+Antarctic Region
+
+__
+
+Operation Steadfast
+
+Iraq
+
+__
+
+##  Defence & Industry
+
+###  ""The workforce behind the Defence force""
+
+  * ####  Defence Industry 
+
+Thinking of doing business with Defence, start here.
+
+  * ####  Growing the Defence workforce 
+
+Find out about programs to assist in skilling your workforce.
+
+  * ####  Opportunities for business 
+
+Opportunities for Australian businesses, academic and research institutions.
+
+__Explore the Defence Website EXPAND __
+
+  * Accessing information 
+    * Freedom of Information
+    * Disclosures
+    * Organisation Structure
+  * Publications 
+    * 2020 Defence Strategic Update
+    * Lead the Way: Defence Transformation Strategy
+    * 2016 Defence White Paper
+    * Annual Report
+    * Budget
+  * In Focus 
+    * Afghanistan Inquiry
+    * COVID-19 Task Force
+    * Posting Connect
+  * Minister for Defence 
+    * Department of Defence Ministers
+    * Minister Releases
+    * Media Releases
+    * Speeches
+    * Statements
+
+________
+
+Defence Social Media
+
+Defence acknowledges the Traditional Custodians of Country throughout
+Australia
+
+  * Contact us 
+  * Copyright 
+  * Disclaimer 
+  * Privacy 
+  * Accessibility 
+
+To defend Australia and its national interests in order to advance Australia's
+security and prosperity
+
+![Australian map](./Defence Home _ Department of Defence_files/footer-map.svg)
+
+![](https://www1.defence.gov.au/akam/11/pixel_44895fb4?a=dD1jYTQ4MzVlNWU4ZWU5YjAyMTAwZDY4OWJmMjM1YzQ4MDg4NmJmMTZlJmpzPW9mZg==)
+
+"
+true,"
+
+![GOJEK Tech Logo](./Gojek_files/gojek-white-logo.svg)__
+
+  * Home (current)
+  * About us 
+  * Life@Gojek 
+  * Blogs & News 
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+![](./Gojek_files/404.png)
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+  * ![GitHub](./Gojek_files/github-big-logo.svg)
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+straight to your ![WhatsApp](./Gojek_files/whatsapp-logo.svg) WhatsApp.
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+"
diff --git a/securetea/lib/web_deface/config/dataset.csv b/securetea/lib/web_deface/config/dataset.csv
new file mode 100644
index 00000000..0ff0f665
--- /dev/null
+++ b/securetea/lib/web_deface/config/dataset.csv
@@ -0,0 +1,1646 @@
+status,content
+true,"Skip to main content
+
+  * English
+  * हिन्दी
+
+  * ![Twitter](./IIT Bombay _ IIT Bombay_files/Twitter.png)
+  * ![Facebook](./IIT Bombay _ IIT Bombay_files/Facebook.png)
+  * ![Google+](./IIT Bombay _ IIT Bombay_files/Google.png)
+  * ![LinkedIn](./IIT Bombay _ IIT Bombay_files/LinkedIn.png)
+
+![IITB](./IIT Bombay _ IIT Bombay_files/logo.png)
+
+#####  Indian Institute of Technology Bombay
+
+# IIT Bombay
+
+![Diamond Jubilee Logo](./IIT Bombay _ IIT Bombay_files/iitb-dj.png)
+
+Menu _▼_ _▼_
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+
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+      * M-UDE
+      * PhD applicants
+      * International applicants
+        * ##### International applicants
+
+        * Induction info for international students
+      * Research Internship
+      * Admission day
+        * ##### Admission day
+
+        * Student mentorship
+      * M.Sc.- Ph.D. (Dual Degree) in Energy
+      * M.S. by Research in CSE Department
+      * M.A. + PhD (Dual Degree) in Philosophy
+    * Gender Cell (FKA Women's Cell)
+      * ##### Gender Cell (FKA Women's Cell)
+
+      * IITB Policy on Sexual Harassment
+    * Student Wellness Centre (Counselling Care)
+    * SC/ST Cell
+  * Faculty
+    * ##### Faculty
+
+    * Academic Divisions
+    * Facilities at IIT Bombay
+    * Prospective Faculty
+      * ##### Prospective Faculty
+
+      * Career at IITB
+      * Application Forms (Faculty)
+      * Faculty Facilitations
+      * Research at IIT Bombay
+    * Current Faculty
+      * ##### Current Faculty
+
+      * Academic Time table
+      * Academic Calendar
+      * Library
+      * Academic Rulebook
+      * Faculty Handbook
+      * ASC
+      * Drona
+    * Retired Faculty
+      * ##### Retired Faculty
+
+      * PRMS 
+      * PRMS (2015+)
+    * Awards and Honours
+    * Chair Professorships
+    * IITB Research Park
+  * Staff
+    * ##### Staff
+
+    * Staff Handbook
+    * Prospective Staff
+      * ##### Prospective Staff
+
+      * Job Search
+      * Careers at IITB
+    * Current Staff
+      * ##### Current Staff
+
+      * ASC
+      * Administration Homepage
+    * Retired Staff
+      * ##### Retired Staff
+
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+      * PRMS 2015+
+    * Internal Pages
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+    * Public Relations Office
+    * News Hub
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+  * Alumni
+    * ##### Alumni
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+    * Donor Relationship
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+      * ##### Institute Policies
+
+      * Computer Centre Policy
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+      * RTI
+    * Facilities at IITB
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+    * Emergency Contact
+    * Events Calendar
+
+  * ![](./IIT Bombay _ IIT Bombay_files/baloon-takeoff.jpg)
+
+Where do you want to stretch the limits?
+
+IIT Bombay
+
+Yearn to Excel
+
+  * ![](./IIT Bombay _ IIT Bombay_files/chemlab.jpg)
+
+IIT Bombay
+
+Yearn to Learn
+
+  * ![](./IIT Bombay _ IIT Bombay_files/flameview.jpg)
+
+IIT Bombay
+
+Yearn to Explore
+
+  * ![](./IIT Bombay _ IIT Bombay_files/guitar.jpg)
+
+IIT Bombay
+
+Yearn to Express
+
+  * ![](./IIT Bombay _ IIT Bombay_files/calculate-chip.jpg)
+
+IIT Bombay
+
+Yearn to Innovate
+
+  * ![](./IIT Bombay _ IIT Bombay_files/rupee.jpg)
+
+IIT Bombay
+
+Yearn to Create
+
+  * ![](./IIT Bombay _ IIT Bombay_files/lead-boy.jpg)
+
+IIT Bombay
+
+Yearn to Lead
+
+  * ![](./IIT Bombay _ IIT Bombay_files/endure-aq.jpg)
+
+IIT Bombay
+
+Yearn to Endure
+
+  * ![](./IIT Bombay _ IIT Bombay_files/lakeponder.jpg)
+
+IIT Bombay
+
+The Place to Be
+
+![](./IIT Bombay _ IIT Bombay_files/baloon-takeoff.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/chemlab.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/flameview.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/guitar.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/calculate-chip.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/rupee.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/lead-boy.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/endure-aq.jpg)
+
+![](./IIT Bombay _ IIT Bombay_files/lakeponder.jpg)
+
+## News
+
+![](./IIT Bombay _ IIT Bombay_files/Endowment Fund from Mr. Sandeep Naik and
+alumnus Mr. Shantanu Rastogi.jpg)
+
+**IIT Bombay establishes an Endowment Fund to...**
+
+Mumbai: The Indian Institute of Technology Bombay (IIT Bombay) is pleased to
+announce the establishment of an endowment fund to support research at the
+Institute, sponsored ...more
+
+![](./IIT Bombay _ IIT Bombay_files/Nivesh Kumar.jpg)
+
+**Nivesh Kumar gifts IIT Bombay with an Endowment...**
+
+Mumbai: IIT Bombay’s alumnus Nivesh Kumar has come forward to make a generous
+endowment of Rs. 1.25 crores to the ‘Industrial Engineering and Operations
+Research (IEOR) ...more
+
+![](./IIT Bombay _ IIT Bombay_files/Anys.jpg)
+
+**Ansys Announces MTech Fellowship Awards at IIT...**
+
+Mumbai: Ansys, (NASDAQ: ANSS), the global leader and innovator of engineering
+simulation software, today announced its partnership with the Indian Institute
+of Technology ...more
+
+![](./IIT Bombay _ IIT Bombay_files/H5 group photo_0.JPG)
+
+**IIT Bombay commences enhancement of one of its...**
+
+Mumbai: The Indian Institute of Technology Bombay (IIT Bombay) which is
+consistently ranked as one of India’s leading universities is pleased to
+announce the groundbreaking ...more
+
+  *  
+  * 1 of 67
+  * next ›
+
+### Graduate Aptitude Test in Engineering 2021
+
+  * Graduate Aptitude Test in Engineering (GATE) 2021
+
+### Cybercrimes Security
+
+National Cyber Crime Reporting Portal: https://cybercrime.gov.in
+
+### Advisory on Corona Virus
+
+  * COVID-19 Main Page
+  * Updates on Academic Activities
+  * Information for Students
+  * Information for Campus Residents
+  * Important Circulars
+
+### Events Calendar
+
+**59th Convocation (Virtual Reality Based) of IIT Bombay**
+
+7 Aug 2021
+
+**Independence Day**
+
+15 Aug 2021
+
+**Muharram***
+
+19 Aug 2021
+
+**Ganesh Chaturthi**
+
+10 Sep 2021
+
+**Mahatma Gandhi's Birthday**
+
+2 Oct 2021
+
+**Dussehra**
+
+15 Oct 2021
+
+**Milad-un-Nabi (Birthday of Prophet Mohammad)***
+
+19 Oct 2021
+
+**Observance of the birth anniversary of Late Sardar Vallabhbhai Patel as
+""Rashtriya Ekta Diwas (National Unity**
+
+31 Oct 2021
+
+View entire Calendar
+
+### Events initiated by MHRD
+
+  * **Ek Bharat Shreshtha Bharat**
+  *  **International Yoga Day**
+  *  **Constitution Day**
+  *  **Fit India Programme**
+
+### Research Highlights
+
+prev next
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic2_0.jpg)
+
+**New fortified foods to combat malnutrition in India**
+
+Palatable supplementary foods  designed wit...
+
+### New fortified foods to combat malnutrition in India
+
+Palatable supplementary foods  designed with variety in  mind could be the
+cure for  urban malnutrition
+
+Malnutrition occurs when a...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1_0.jpg)
+
+**Hybrid Treatment Systems— A solution to India’s dying waters**
+
+Study proposes a systematic change to India’s wa...
+
+### Hybrid Treatment Systems— A solution to India’s dying waters
+
+Study proposes a systematic change to India’s wastewater treatment
+infrastructure to improve the quality of water and minimise environmental
+impact.
+
+...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic2.jpg)
+
+**Producing low-cost hydrogen fuel with the help of magnets**
+
+Researchers have demonstrated how a magnetised catalyst can speed u...
+
+###  Producing low-cost hydrogen fuel with the help of magnets
+
+Researchers have demonstrated how a magnetised catalyst can speed up hydrogen
+production while bringing down the energy cost.
+
+Hydrogen gas is an environment-friendly fuel, as it produces wate...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1.jpg)
+
+**How fast you cool molten iron determines its properties**
+
+A new cooling model gave better predictions of the strength and duc...
+
+###  How fast you cool molten iron determines its properties
+
+A new cooling model gave better predictions of the strength and ductility of
+cast iron
+
+Cast iron, an alloy of iron with carbon, is widely used for making machine and
+automobile parts. In its...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1_0\(1\).jpg)
+
+**Improved Model for High-sensitivity Gallium Nitride Biosensors**
+
+Researchers propose a biosensor model that captures the effect of t...
+
+###  Improved Model for High-sensitivity Gallium Nitride Biosensors
+
+Researchers propose a biosensor model that captures the effect of the fluid-
+sensor interface charge.
+
+Electrochemical biosensors are measuring systems that produce electric current
+proportiona...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/pic1\(1\).jpg)
+
+**IIT Bombay researchers propose a novel piezoelectric material**
+
+Researchers probe properties of the new material, say better for mi...
+
+###  IIT Bombay researchers propose a novel piezoelectric material
+
+Researchers probe properties of the new material, say better for micro- and
+nanodevices.
+
+Air travel these days has become pretty smooth, with passengers feeling very
+little vibrations while s...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/mimivirus.jpg)
+
+**History of Giants in the Gene: Scientists Use DNA to Trace the Origins of
+Giant Viruses**
+
+Scientists investigate the evolution of Mimivirus, one of the world...
+
+### History of Giants in the Gene: Scientists Use DNA to Trace the Origins of
+Giant Viruses
+
+Scientists investigate the evolution of Mimivirus, one of the world’s largest
+viruses, through how they replicate DNA
+
+Researchers from the Indian Institute of Technology Bombay shed light on...
+
+  
+
+  * ![](./IIT Bombay _ IIT Bombay_files/image2.jpeg)
+
+**Towards Safer Roads**
+
+Researchers recognise risky driving situations by identifying impor...
+
+### Towards Safer Roads
+
+Researchers recognise risky driving situations by identifying important
+factors leading to road crashes.  
+
+India witnesses the most road crash-related fatalities in the world. Aroun...
+
+  
+
+Read Archived Highlights
+
+## Search this website by keywords or browse from sections below
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+"
+true,"Skip to content ↓
+
+# Massachusetts Institute of Technology
+
+  * Education
+  * Research
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+  * Admissions + Aid
+  * Campus Life
+  * News
+  * Alumni
+  * About MIT
+  * More ↓
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+Explore websites, people, and locations
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+sangeeta bhatia
+
+#### Top resources for
+
+  * prospective students
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+  * Covid-19 and MIT
+  * all resources
+
+![Heather Kosakowski holds an infant who is about to be scanned in an fMRI
+machine at the McGovern Institute for Brain Research.](./MIT - Massachusetts
+Institute of Technology_files/MIT-Baby-MRI-SL.jpg)
+
+##  Spotlight: Aug 2, 2021
+
+How do babies perceive the world? The challenges of tackling this question are
+so daunting that few have tried. But Heather Kosakowski, a PhD candidate in
+brain and cognitive sciences, is determined to find answers.
+
+#### Aug 2, 2021
+
+Full story
+
+#### Share:
+
+  * Twitter
+  * Facebook
+
+Explore more spotlights
+
+MORE FROM THE MIT COMMUNITY
+
+![Burunda Prince ’83, smiling](./MIT - Massachusetts Institute of
+Technology_files/MIT-Diversity-Gap-Burunda-subspot.jpg)
+
+**ALUMNI IN ACTION**
+
+As chief operating officer at the Russell Innovation Center for Entrepreneurs
+in Atlanta, Burunda Prince ’83 is working with her team to build
+infrastructure to help Black entrepreneurs build their companies. The
+nonprofit is part incubator, part accelerator, and part makerspace.
+
+![Arrokoth. Credits: NASA/Johns Hopkins University Applied Physics
+Laboratory/Southwest Research Institute/Roman Tkachenko](./MIT - Massachusetts
+Institute of Technology_files/colorarrokoth_sub.jpg)
+
+**IN THE MEDIA**
+
+A study co-authored by Michaël Marsset details two red objects, discovered in
+the asteroid belt between Mars and Jupiter, that appear to have originated
+beyond Neptune. “They must have formed in a very cold environment,” he told
+the New York Times.
+
+![heat map of the earth](./MIT - Massachusetts Institute of
+Technology_files/MIT_Earth-Hot-Spot-subspot.jpg)
+
+**RESEARCH NEWS**
+
+Geologists have analyzed erupted material from ocean ridges to estimate the
+temperature of the Earth’s interior. This information “is fundamental to
+understanding the planet as a heat engine, and how Earth might be different
+from other planets,” says Stephanie Brown Krein.
+
+![Alexis Sablone sitting on a table](./MIT - Massachusetts Institute of
+Technology_files/IMG_0208.jpg)
+
+**IN THE MEDIA**
+
+Alexis Sablone MArch ’16 spoke with the Washington Post about street
+skateboarding, competing at this year’s Olympics, and why she is uncomfortable
+with being defined. “I’m just always like trying to be myself and do things
+that I love,” she said.
+
+![Miles Johnson wearing a yellow shirt and smiling](./MIT - Massachusetts
+Institute of Technology_files/miles-johnson-mit-00.jpg)
+
+**COMMUNITY SPOTLIGHT**
+
+Making it through his Covid-era senior year with curiosity and community,
+recent mathematics and EECS graduate Miles Johnson ’21 employed a strong dorm
+network and personal interests including rock climbing and jazz.
+
+![micrographs of 2 brain cross-sections](./MIT - Massachusetts Institute of
+Technology_files/Bear-hippocampus-3by2.jpg)
+
+**RESEARCH NEWS**
+
+The brain’s “memory center” is needed to recognize image sequences, but not
+single sights. “This offers the opportunity to actually understand, in a very
+concrete way, how the hippocampus contributes to memory storage in the
+cortex,” Mark Bear says.
+
+#### Want more about MIT?
+
+Explore more spotlights, or subscribe to receive daily or weekly doses of MIT
+in your inbox.
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+Subscribe
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+## Thought Leaders Brainstorm On Bringing Rural Students Back To School
+
+A roundtable meeting on ‘AI & Emerging Tech for Grassroots school education
+post-pandemic’ was recently organised by International Institute of
+Information Technology Hyderabad (IIITH) to uncover and deliberate on
+challenges faced by children in rural government schools.
+
+Click Here for More Information __
+
+## June 2021 Newsletter
+
+Click Here for More Information __
+
+##  
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+## News
+
+  * IIITH innovations bag winner and super winner awards at Qualcomm Innovation Fellowship Program
+  * CIE at IIITH Conducts Survey on AI Startups in Hyderabad
+  * IIITH Organises Roundtable on Healthy Smart Cities
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+  * IIITH organizes roundtable on the state of rural school education and post-pandemic revival using AI
+
+View all news __
+
+## Events
+
+  * National Quantum Science and Technology Symposium (NQSTS-2021) (26 July – 3 August 2021)
+  * 5th Summer School on AI ( 2 - 31 August 2021)
+  * 20th Convocation (10 July 2021)
+  * Sri F C Kohli Day (19 March)
+  * Alumni Speak Series
+
+View all events __
+
+## Notices
+
+  * Call for Tender: Procuring GPU Computer node for IIIT-H Data I-Hub Foundation
+  * 20th Convocation (10 July 2021)
+  * Announcement for Virtual Labs Fellowship
+  * 19th Convocation (18 July 2020)
+  * 18th Convocation
+
+View all notices __
+
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+  * Faculty Careers
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+      * Contact Us 
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+
+__Back __
+
+Defence websites
+
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+![](./Defence Home _ Department of Defence_files/logo-army.png) Army
+![](./Defence Home _ Department of Defence_files/logo-airforce.png) Air Force
+
+##
+
+Battle group swoops to liberate town
+
+Australian Army Abrams tanks and United States Marines joined forces as Battle
+Group Eagle for a mock attack during Exercise Talisman Sabre.
+
+Taking action in the sky
+
+Exercise Teak Action has strengthened ties between Air Force’s No. 37 Squadron
+and its US Air Force counterparts
+
+Defence COVID-19 Support
+
+Defence is supporting the whole-of-government response to the COVID-19
+pandemic through the COVID-19 Taskforce.
+
+Exercise Talisman Sabre 2021
+
+The largest bilateral combined training activity between the ADF and United
+States military is designed to improve interoperability between our forces.
+
+**3** of 4
+
+__ __ Previous slide __ Next slide
+
+![Security Clearances](./Defence Home _ Department of Defence_files/icon-
+security-clearance.svg)
+
+Security Clearances
+
+![Honours & Awards](./Defence Home _ Department of Defence_files/icon-honours-
+awards.svg)
+
+Honours & Awards
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+fit.svg)
+
+Fighting Fit
+
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+
+ForceNet
+
+![Key Contacts](./Defence Home _ Department of Defence_files/icon-key-
+contacts.svg)
+
+Key Contacts
+
+##  Explore Our Stories
+
+02 Aug 2021
+
+###### Army
+
+### The Australian Artillery celebrates 150 years
+
+The Australian Artillery celebrated its 150th anniversary yesterday – a
+century-and-a-half of continuous service.
+
+__RAA, 1 Regiment RAA, Royal Australian Artillery
+
+02 Aug 2021
+
+###### International engagement
+
+###### Air Force
+
+### Squadron's family expanded
+
+Air Force’s No. 35 Squadron has begun a sister squadron arrangement with the
+PNG Defence Force’s Air Training Wing.
+
+__No. 35 Squadron, RAAF Base Amberley
+
+###### Media release
+
+###### 01 Aug 2021
+
+#### Exercise Talisman Sabre 2021 officially ends
+
+###### Media release
+
+###### 31 Jul 2021
+
+#### Defence personnel to assist NSW Police and civilian authorities with
+COVID-19 outbreak
+
+###### Media release
+
+###### 28 Jul 2021
+
+#### Change of command in Middle East region
+
+02 Aug 2021
+
+###### COVID-19
+
+###### Defence
+
+### Latest updates - Operation COVID-19 Assist
+
+Defence is supporting the whole-of-government response to the COVID-19
+pandemic through the COVID-19 Taskforce.
+
+__Operation COVID-19 Assist
+
+02 Aug 2021
+
+###### Army, Navy
+
+### Eclectic career continues with Navy commission
+
+A former soldier and sailor has returned to Navy as a commissioned officer.
+
+__HMAS Coonawarra, New Entry Officer Course, 2nd Commando Regiment, Maritime
+Border Command
+
+More stories
+
+##  Defence Images & Video
+
+#### Excercise Talisman Sabre 2021
+
+A United States Army M901 Launching Station is in position in the Shoalwater
+Bay Training Area in Queensland, for rehearsals conducted of the launch of the
+MIM-104 Patriot surface-to-air missile system, during Exercise Talisman Sabre
+2021.
+
+#### HMAS Supply visit to Eden
+
+Seaman Communications Information Systems Tanner Williams writes changes to
+the fleet exercise program on the bridge, as HMAS Supply sails to Sydney, New
+South Wales.
+
+#### Exercise SEA EXPLORER
+
+Australian Army CH-47 Chinook helicopters air lifting M777 Howitzers, Tiger
+Armed Reconnaissance Helicopters, a LCM-8 Landing Craft and Royal Australian
+Navy LHD Landing Craft carrying M1A1 Abrams Main Battle Tanks, M113 Armoured
+Personnel Carriers and Australian Light Armoured Vehicles, transit from Navy
+ships HMAS Canberra and Choules, during an amphibious beach assault, as part
+of Exercise Sea Explorer, Cowley Beach, Queensland.
+
+The 'Sky Aces' aerobatic display team entertains the crowd at the Central
+Coast Airshow in Warnervale, New South Wales.
+
+#### Exercise Talisman Sabre 2021
+
+An Australian Army special operations force soldier from 2nd Commando Regiment
+conducts a free-fall parachute jump from a United States Army MH-60M Black
+Hawk helicopter from 160th Special Operations Aviation Regiment, at RAAF Base
+Tindal near Katherine in the Northern Territory as part of the Combined Joint
+Special Operations Task Force integration training for Exercise Talisman Sabre
+2021.
+
+**3** of 5
+
+__ __ Previous slide __ Next slide
+
+__More Images
+
+__More Videos
+
+  1. __Department of Defence:
+  2. Defence Home
+
+##  Equipping Defence
+
+**01 \- 02** / 07
+
+__ Previous slide __ Next slide
+
+Defence Projects
+
+Learn about Defence capability projects and hardware.
+
+__
+
+Workforce Behind the Defence Force
+
+Learn about some of the Defence industry success stories.
+
+__
+
+Naval Shipbuilding
+
+Generating industry growth and developing secure Australian jobs for the
+future.
+
+__
+
+Land Projects
+
+List of projects for the Land capability in Defence
+
+__
+
+Air Projects
+
+List of projects for the Air capability
+
+__
+
+Sea Projects
+
+List of projects for the Sea capability
+
+__
+
+About CASG
+
+Capability Acquisition and Sustainment Group (CASG).
+
+__
+
+##  Defence Jobs & Careers
+
+  * ####  Defence Jobs in the ADF 
+
+Find your ideal role in the Australian Defence Force.
+
+  * ####  ADF Pay & Conditions 
+
+Discover what benefits and allowances the ADF offers.
+
+  * ####  Australian Defence Force Academy 
+
+ADFA training, uni courses, the lifestyle and where ADFA could take you in the
+future.
+
+  * ####  APS Career Pathways 
+
+Experiences and opportunities like no other organisation.
+
+  * ####  APS Job Vacancies 
+
+The variety of jobs we have is greater than you think.
+
+  * ####  APS Pay & Allowances 
+
+Discover what benefits and allowances Defence offers.
+
+##  Defence Operations
+
+**01 \- 02** / 21
+
+__ Previous slide __ Next slide
+
+Enhanced Regional Engagement
+
+South West Pacific
+
+__
+
+Indo-Pacific Endeavour
+
+Indo Pacific Region
+
+__
+
+OPCOVID19 Assist
+
+Australia
+
+__
+
+Operation Accordion
+
+Middle East Region
+
+__
+
+Operation Argos
+
+North East Asia
+
+__
+
+Operation Aslan
+
+South Sudan
+
+__
+
+Operation Charter
+
+Cyprus
+
+__
+
+Operation Dyurra
+
+Space
+
+__
+
+Operation Gateway
+
+South East Asia
+
+__
+
+Operation Highroad
+
+Afganistan
+
+__
+
+Operation Linesman
+
+South Korea
+
+__
+
+Operation Manitou
+
+Middle East Region Maritime
+
+__
+
+Operation Mazurka
+
+Egypt
+
+__
+
+Operation Okra
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+Iraq
+
+__
+
+Operation Orenda
+
+Mali
+
+__
+
+Operation Paladin
+
+Israel
+
+__
+
+Operation Render Safe
+
+South West Pacific
+
+__
+
+Operation Resolute
+
+Australian Maritime Interests
+
+__
+
+Operation Solania
+
+Pacific Region
+
+__
+
+Operation Southern Discovery
+
+Antarctic Region
+
+__
+
+Operation Steadfast
+
+Iraq
+
+__
+
+##  Defence & Industry
+
+###  ""The workforce behind the Defence force""
+
+  * ####  Defence Industry 
+
+Thinking of doing business with Defence, start here.
+
+  * ####  Growing the Defence workforce 
+
+Find out about programs to assist in skilling your workforce.
+
+  * ####  Opportunities for business 
+
+Opportunities for Australian businesses, academic and research institutions.
+
+__Explore the Defence Website EXPAND __
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+  * Accessing information 
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+
+"
+true,"
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+"
diff --git a/securetea/lib/web_deface/config/df.csv b/securetea/lib/web_deface/config/df.csv
new file mode 100644
index 00000000..9bb7e014
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diff --git a/securetea/lib/web_deface/config/finalized_model.sav b/securetea/lib/web_deface/config/finalized_model.sav
new file mode 100644
index 00000000..a5e1412e
Binary files /dev/null and b/securetea/lib/web_deface/config/finalized_model.sav differ
diff --git a/securetea/lib/web_deface/config/signatures.txt b/securetea/lib/web_deface/config/signatures.txt
index dc120608..f1d9001d 100644
--- a/securetea/lib/web_deface/config/signatures.txt
+++ b/securetea/lib/web_deface/config/signatures.txt
@@ -1,25 +1,8861 @@
-By Cyberpunks
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-./LoliSecID
-IND CYBER ARMY
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-HACKED By STUDENT’S
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+13VNzM Thanks a lot for the article.Really thank you!
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+Adictos al Hack
+Admin07
+admin hacker
+Adolf Hitler
+Adonai
+Adoni
+adonis
+ADONIS
+adrallicA
+AdrallicA
+A-DrAzI
+Adr-Elite404
+adstacy.com
+[A.D.T]
+ADT - Albanian DefacerS Team
+Adultube.Us
+ADVISOR
+念邵
+沉沦.ming
+小鲤�流星
+残夜洗剑
+?¨æ™¨.KchEn
+Aerop
+affix
+Affix
+AFFIX
+Afghan Exploit
+Afillidelikanl
+afilliyonlu
+Afnan
+AfricaShikari
+AfsarOglu
+afsinbey
+AFYOK
+Agapov25
+Agd_Scorp
+AgEnT--SiMo
+Agent-Z
+Aggressive Boys
+a-ghazaleh
+AgoraphobicNosebleed
+Agresive Boys
+agressive boys
+Agressive boys
+Agressive Boys
+AgReSsOr
+agusdarlis
+AHAAD
+AH-Crew
+AH-CREW
+Ahd-u Emân
+ahg-cr3w
+AhliSyurgaCre
+AhliSyurgaCrew
+AhliSyurGaCreW
+Ahlus Sunnah Cyber
+ahmadbady
+AhMaD-HaWLeRY
+Ahmad kifre
+Ahmad Manssori
+ahmadso
+ahmdosa hacker
+AHS-CREW
+ahs-hackerz
+A-H-T
+Ä°HTÄ°LAL
+Ä°HTÄ°LAL squad
+Ä°HTÄ°LAL Squad
+AHT-CREW
+AHZ-CREW
+a-i-c
+A-I-C
+Aidit
+aiRiaNo
+airlangga
+AIRLANGGA
+AISTU
+ajanlar.org
+A-jaX
+Ajaxtm
+AK_47.Dz
+ak4tsuchi
+Akýncýlar
+AKA_CBS
+AK & Oskars
+AkaStep
+Ak Ecks
+AkFare
+aKHnatoNUS
+AKINCILAR
+Akira
+AKMTOLA
+akouhack
+AKREP
+akt0r
+AkTbOt
+al2z3r
+AL~3nezi HackEr
+AL7rBy Hkr
+ALA3KARI
+ALACAKARANLÄ°KTEAM.ORG
+ALACAKARANLÄ°KTEAM.ORG HERKEZÄ° BEKLERÄ°Z
+alacakaranlikteam.org
+AL-AHWAZ
+alamir
+Alamir & SLayER03
+Al Azif
+AlbaHack
+Albania Coder Group
+Albanian Corrupt
+AlbanianHacker
+ALBANIAN - HACKERS
+Albanian Hackerz
+Albeyaz-Bayrak
+AL-BEYAZGRUP
+Al.BrNs-7
+aLbSec
+AL Dba7
+aLeSha
+AlevirusSCS
+Alevsk
+!! ALEXANDER !!
+Alex_Bambang
+ALEX DELARGE
+AlexOsp
+alex_owners
+AlfabetoVirtual
+ALFABRUNO7
+alfahack
+ALFA HACK GROU
+alfanan hack
+ALFA-STORM
+ALFA TEaM 2012
+Alfa_X Research Group
+ALFaYeZ HaCK
+AlFeRoX
+ALFONSO
+aL fOx
+Alfraid
+alg0rithm130
+Algeriano
+Algerian Pro
+Algerian to the core
+Algerian To The Core
+Algorithm Cracker
+ALgR_Dz 47
+AlH7nOOtY
+ALHAJES
+alhmami
+ali ahmady
+Ali Attacker
+AliceNorin
+Ali_D3C0D3R
+ali-demon
+AliElTop
+Alien00
+Ali Enjavi
+Alien Mais
+Alienmaster
+Ali.Erroor
+Ali G
+Ali-Hawlery
+Ali-HAwleRy
+Ali Morshedloo
+ALIREZA_PROMIS
+ALIREZA_PROMSI
+AlIrHaBi
+Ali Tabari
+Ali TOOFAN
+aLiyew
+Alizada
+ALKõ
+Alkaphreak
+alkaseer20
+alkbo0os
+al-ksnder
+al-ksnder hacker
+al-KsNdEr HaCkeR
+AllBlackHack
+aLLiGaToR
+AllStAr
+ALLSTAR
+ALM3r3FH
+ALM3R3FH
+alM511
+Al-Mafia Hacker
+AlMajHooL-Hacker
+AL-MaSTer TeAM HACKER
+AL.MaX HaCkEr
+AlMaZeN
+al Mobd3
+aL-MuNtaQiM
+alnjm33
+alon_de_loco
+Alone Boy's
+alone in the dark
+A-LoneLy
+alone.prince
+alonetrio
+Alonetrio
+AloneTrio
+Aloulou
+ALP3R
+aLph4aNum3Ric
+aLph4Num3Ric
+Alpha~7
+alpha9
+.::ALpHa-MaN::.
+alpha project
+ALPMAN
+aLpTurkTegin
+ALQAISER
+AlQaTaRi
+ALRAWWAD
+AlRo7
+alsaeek
+AlsancakTim
+AL_SEKAWE
+alsha67
+AL sHamMaRi HaCkeR
+ALsHitaN HacKer
+alt3kx_h3z
+alt3kx_H3z
+Alta2ib
+alturks.com
+Alvarez1337
+alwahsh
+Alwahsh
+AlZh3r
+Amaz1ng^
+Amazigh Attackers
+Amazigh Hunter Secret Team
+Ambassador
+Amber`M---
+ameer
+ameeralkafage
+ameer_asharqiah
+amele®
+Amele®
+amerikali_gs
+Amin.MasterkinG
+AmiNo
+Aminos The Hunter
+AMIN SAFI
+amir.av727
+AMir dZ 52
+amironline452
+Amir Wanted
+AMMAR8NET1
+Ammar Hacker
+Am!Ne
+Amnesiac
+amonra
+Amoo Arash
+Amoot-X
+Amorrous_nope
+Amorrous_Nope
+an0n&Cyberlegion
+An0nL00c0R3z
+An0nym0uz17
+AnadoluHackers
+analista
+Analista
+ANALISTA
+ANALISTAS
+analognet
+Analognet
+ANALOGNET
+analyser
+Analyser
+Anarchiste
+Anarcho
+Anarcho Lordz
+AnarchyBou
+AnarchyBoy
+Anarchy Control
+Anarchy Cr3w
+Anar$i Crew
+Anarquia
+Anas Al-Awadi
+Anass GhøSt
+anassi
+Anathema Hacki
+Anathema Hacking Team
+AnatoliaHack
+ANDHIE & GETHUK
+-Andre Corleone-
+AndRei
+AnDRei_SeMiH
+andripopa
+AnGe78
+angel
+AnGeL
+AnGeL25dZ
+Angel Dot Id
+AngHun
+Angon Pitek
+Angst_
+Angst_&InfernoZ
+aniclator
+AnIcLaToR
+AnimOl
+anjel and relogic
+Anjeli48
+Anjos Do Cajos
+anjos do caos
+Anjos Do Caos
+ANJOS DO CAOS
+A_N_K
+Annihilator
+Anon_0x03
+Anon1927
+AnonArena12
+AnonBoy
+AnonCoders
+Anon Cop
+AnonGhos
+Anonghost
+AnonGhost
+Anonjocker
+AnonJoker
+Anonpoison
+AnonReaper
+AnonRed
+AnonSabah
+anonsec
+AnonSec
+ANONYME XTN
+anonymous
+ANONYMOUS
+anonymous_3sir
+Anonymous Alba
+Anonymous algeria
+Anonymous Algeria
+Anonymous Cambodia
+Anonymous-JO
+anonymouZ and RockYCroW
+AnOnyXiQ
+AnotaliaHack
+antbi0sis
+Anthonyfirmino
+Anti-401 Crew
+antibi0sis
+antibi0sis and krakr0k
+Anti-Cacau Menezes
+AntiChikebum
+Antichrist
+AntiChrist
+ANTICHRIST
+Anti-Ethic
+AntiGov
+antihack3r
+antihackerlink
+Antihackerlink
+AntihackerlinK
+AntiHackerlink
+ANTIHACKERLINK
+Anti-Hipokrat
+Anti India Crew
+AntiLamer [CreW]
+AntiNull
+Anti$oft
+AntiPoyoworld
+anti scurvy krew
+Anti Scurvy Krew
+Anti Security Hackers
+Anti Security Team
+_antivirus_
+anti.virus.tea
+anTi.viruS.Tea
+anTi.Virus.Tea
+Anti-zoncked
+Anti-Zoncked
+Antonkill
+Antraxt
+antuwebhunt3r
+Anubiseth
+Anxiety
+Any_size
+庸人?ªæ‰°
+ºOoCh3nTriXoOº
+A-Open
+ApendiX
+aphesz
+A.playcard
+apoca-dz
+apocalipsy
+Apocalipsy
+Apocalypse
+Apokilyptic
+AquaLee
+AquanteS
+Ar4be sec team
+Arab Emperor
+ARABIAN-FIGHTE
+arabian-fighterz
+arabian-fighterZ
+arabian-FighterZ
+Arabian-fighterz
+Arabian-fighterZ
+Arabian-FighterZ
+ArAbIAn-fIghtErz
+Arabianprince
+arabic-m
+arabic-m.org
+Arab KillerZ
+Arab VieruZ
+arafet
+Arafet
+ArAgOrN_PC
+ArAr~Voice
+Arberia Hacker Group
+ArCaNGeL
+Arcangelx
+arcanjo
+Arcanjo
+ArCaX-ATH
+archavin
+Archie
+Archimonde
+Ardy47@Problem
+Area-1947
+aresnations
+Aresnations
+ARezZ0~
+Arfaoui Firas
+argentohack
+arghhhh
+argon
+Argon
+Arhabi hackers
+ArHack-Team
+ARI33N
+Ariani
+arianom
+ArielSharon
+ARIES AND STRIPKITTY
+AriP_ReCA
+Ari Tiga Angka Enam
+ariyan
+Ariyan
+ArkealoGeNdz
+ArkealoGeNDz
+arkitekt
+Arkose
+armaseries
+Armen
+armeyno
+Army Shia Team
+Arocine
+arogance
+Arogance
+arooz lmeen
+ArRay
+ARR_Panj0el
+Arsen
+..::arSh::..
+Arshi.Defacer
+Arslen Dz 46
+Arsyhad30
+artech
+Artech
+ArTiN
+Artin_kurd
+[ARTLOWTEC]
+Art Of War
+Arya404
+A Sa Majesté TheSaint
+ASDELY
+(ASDELY) Attackers Islamic Force Team ]
+asdsd
+Aseptic
+@Aseptime
+ASEROH
+asfgasfa
+Ashiayen digital secutiry team
+A-ShiK
+Ashiyane
+ashiyane digit
+Ashiyane digit
+Ashiyane Digit
+Ashiyane Digital LAMERS Team
+ashiyane digital security team
+Ashiyane digital security team
+Ashiyane Digital security Team
+Ashiyane Digital Security team
+Ashiyane Digital  Security Team
+Ashiyane Digital Security Team
+Ashkan_Wanted
+Asianpride
+AsianPride
+Asi.Kral
+Asi_KraL
+Asilturkler Ha
+Asmodeus
+Aspava
+ass0mbracao
+Ass0mbracao
+aSSaSSin_HaCkErS
+AssDebuger
+AsSerT
+ASt0Rm
+Asterisk
+ASTERISK
+Astero-ID
+Astr4L
+Asus R00T
+Asylum Slave
+Asysmptote
+at3bk
+Ata1919
+ATARI
+$A Team   Acid" jakal & Tweety
+AtErMoNaS
+ates0glu
+AthaBi HaCkeR
+[a#]The Dave
+Atheist
+athryx
+Atlantas Crew
+AtMosFeAr
+Atomic Hack
+atomix
+Atomkral
+Atrax
+Atrocity
+atronic
+Attacked S0ul
+attacker
+Attacker
+Attacker Security Team
+Attackers Islamic Force Team ]
+Attackers Islamic Force TeaM
+attic
+Attic
+attic & RSnake
+Attic andD0SeD
+Attitude_B0y
+attitydsknackaren
+AtzShahab
+Au|3rEy
+Audisoft Hacker Team
+Aung Lat
+Aung Lat  (MMCF)
+Aung Lat (MMCF)
+AuthizChild
+auto360
+auto6047
+Auto-destruicao do Estado
+Autorun qq412967536
+Av3LoXiS
+Avant-Garde
+Avengers Team
+AvenGerS TeaM
+AvEnGeRs TeAm
+awras
+ax0rm
+axnsrv
+Ayana3RR0R
+aykanksk35
+ßLaCkT!Mé
+AyMoN HaCkEr
+ayobcode
+AYT-CerraH
+ayt-karaca
+AYX404
+ayyildiz
+Ayyildiz
+AYYILDIZ
+AYYILDIZ TEAM
+ßy Jwx7*
+ÄŽÅ™.?DiL
+Azef ArAr
+Azerbaijan Att
+azerbaijan attacker
+Azerbaijan Attacker
+Azerbaijan Defacers
+azndragon
+aznpride
+Azrael666
+Azrael666 & RIZ1Še×TtZr
+Az-Security.Org
+AZ Sn1ff3r
+Aztilek
+AzToLik
+AzZ3DIN3
+b00t3r
+b0g.org
+b0m3r
+b0mbpr0ducti0ns
+b0ogle
+b0ogle | kimex
+b0rizQ
+B0SNATEK
+b0wl3rz
+B0x Dot ID
+b0xr0ot3r
+b0zkurt
+B14Ck 3Y3D
+b1n4ry c0d3
+b1t fux0r
+B3G4D4NG
+B3G4D4NG ONLINE
+B3yazHacker
+b3yaz.org
+b4ByPuNkGhOsT
+B4D4S
+B4d^_^53ct0r
+B4dBi0s
+B4d-BYt3
+b4dc0w
+B4d w0rms
+./B4M
+B4RB4R13
+b4tchFw34k
+baader meinhof
+Baader Meinhof
+Baad_jens
+BABACONDA
+babcan_
+babyqq
+back2rootz
+Back Connect
+Back-DOOR
+Backlash
+Back@Track
+Backz
+BACKZ
+BACT3RY
+BadAss
+BaDaSSS
+BaDaSSS and bball
+bad boy
+BaDBoY-ALbania
+BadDad
+BaDDaRk
+BaDeR2010
+BadgeR
+bAd Hack3r
+Bad-Hakers
+Bad-Hakers & Mr.Azoz
+Bad-Hakers | Azoz-Hakers
+badis-dz
+badkiddies
+BadMad
+Bad Master
+badsector
+Bad Sector
+badsectpr
+badungboy
+badungbOy
+Badut Cyber
+Badzord
+Bahez slemany
+Bai Stamp
+BALIK
+Ballfakih Team
+balyox
+Bandung Lautan
+Bangladesh Cyb
+Bangladesh Cyber Army
+bansh33
+BARAN_HACk
+BaronHackTeam
+Barrabravaz
+BarrabravaZ
+Barut
+BaSeL VIP
+basiss
+baskin
+batboy
+Batnight
+battalgazi
+baukakibusuk
+BaXiM
+BaXiM_MsN
+Baybars Reis
+BaybarsTürk
+Baypars
+Bayz96
+BazOka-HaCkEr
+BaZoOkA-99
+!-Bb0yH4cK3r_D
+bball
+BBALLS
+bbbbbbbb
+BB Duo
+B.B.E
+BbOyIcE
+bbtim
+BBunny
+B.C.C
+BD BLACK HAT
+BD GREY HAT HA
+BD GREY HAT HACKERS
+BD_r00t
+BeaDS
+bean0
+beanie squad
+BEAST
+Beb0x
+BEBIRI PROJECT
+Becher
+Bedbin
+beercan
+Beezwax
+BEHIRI PROJECT
+Beichen
+bekicot
+Believed404
+Ben 305
+Bengali-Boy
+Bengkulu Hacker Team
+BenYamin___Dielew
+berk4n
+Berkeley
+BermoudaSecurityTEAM
+Berserk
+Best Cracker
+BeSt-MeN
+Bet0_Sund4nyM0uz
+betalmostdone
+betaX
+Bev147
+bevolf
+Beyaz_Hacker
+beyazkabus
+BeyazKurt
+BeyazTurk
+BeyCaka
+B.GH.T
+bH.GNU.Linux
+B.H.I.
+BI0H4Z4RD
+bibi-info
+BIGBENPIMP
+Big Bird
+BiGBosS
+Big_Hacker
+BiG-HaCker
+bighawk
+BiGM0n3y
+bIg_m4nU
+BiG_r1d3r
+Big-SMoke
+BihNet
+bikolinux
+bilgi asd
+Bill clintoN
+Bill Gates
+billy bob
+BillyBob
+BimaSiAr7
+bimokh
+Binary Crew
+Bind Crew
+bin laden
+Bin LaDen Hack
+Bin LaDen Hacker
+BioHazard
+biorman
+Biorman
+BiOS-BR
+biosdisk
+BiSoN
+BitchAss
+bitire215
+Bitire215
+BITIRIM HACKER
+bitspsec
+bitspsec and K2 MDC
+BiyoSecurityTe
+bjgabby
+bl00dBr
+bL3nDi.b0y
+BL4ckc0d1n6
+bl4ck_cod3
+BL4CK D3ViL
+bl4ck-dz
+Bl4ck Jorozz
+bl4ck-sc0rp1on
+Bl4ck.Sun
+BL4CK-T3RRORIST
+Bl4ckWolf
+Blaatx0rs
+black
+black-angel
+Black-angEL
+Black Angel
+Black Angel's
+Black Angels
+Black Assassin
+Blackburn34
+Blackc0de
+BlacKc0De
+blackc0der
+BlackCatsTeam
+BLACKCHIP
+Blackcobra-X Crew
+BlackCobra-X Crew
+Blackcobra-X Crew 2002
+BlackCobra-X Crew 2002
+BlackCode
+Black CyberSec Crew
+Black Devil's
+Black-Devils
+Black Diamond
+BLaCK eLK
+Black-fog
+Black-Fog
+BLACK-FUUUUUUUU
+Black-Gagak
+black ghost
+BlacK GhosT
+BLACK H3ART
+blackhacker
+bLaCk-HaCkEr
+BLACKHAMMER
+BlackHat AssaSin
+Black Hat Grou
+Black Hat Group
+blackhat_junki
+Black hats
+Black Hats
+BlackHeart
+][Black-Heart][
+BlackHunter.Dz
+BlaCk-iCe
+Black-ID
+blackjaguar
+Black_Knight
+BlackLion
+Black magic
+Black Mask
+blackmind
+Black_N3T
+Black Phoenix
+Black Poison
+BlackR00T
+black_raptor
+black_raptor lamer
+blackrOot
+Black Rooted
+Black Roots
+BLACK SCORPIONZ
+Black-Shadow
+Blackshark
+BLACKSHARK
+Black~Sheeps
+Black Sheeps
+BLACKSMITH HAC
+BlackSmith Hackers
+BLACKSMITH HACKERS
+BLaCk_SPeCTRe
+Black.Spook
+BlackSpy
+Black Style
+black-sun
+BlackSun
+Black-Sun
+BlackTiger
+BlAcK TiGeR
+Black Tighr
+BlackWarrior
+BLacK_Wh!TE
+blackwolf
+BLAD3
+./BlaDDzeRR
+Blade
+BLaDe
+BladeGhost
+blaick aymanto
+blairox
+Blakck-Fuuuuuu
+Blaseur
+blaster
+BLaSTER
+Blasterderm
+BlazinWeed
+blazon
+BLAZON
+Bl@Ck Dr@GoN
+bleak
+bleeding angel
+blindm
+BlindM
+Blitargetar
+Blitz
+BLoKe
+BlooBR
+bloodBr
+BloodBR
+Bloodmask
+BlooDMASk
+BlooDMASK
+BLORA
+BlowBack
+BluBo000om
+Blueb0x
+BlueBoY
+Blue-dickenz
+BlueMax
+BluePanda
+blueprint
+Blues Brothers
+BluescreenFX
+blueskrinz
+Blueskrinz
+Blue Skrinz
+BlueSkrinZ
+BluEsKriNz
+BlueTornado
+B.L.Z. Bub
+BM-Freak
+BM-Freak & Diabl0
+BM-Freak & KillTec
+BMPoC
+bnx hacker
+BoBaBc
+Bobek
+BobsKC
+Bobyhikaru
+boda@hacked
+boebefa
+boefe
+boefe and aCiD187
+bofaisal
+bogel
+bohajer
+bokura
+Bokura
+BoLoDoRiO
+BoMbEr-mAn
+BOND BEY
+Boner
+Bonny
+BONZER^JB
+boodog
+boogz hacker
+BooStaR
+Boot-Daddy
+Boraish
+borbanutaz
+bordoer
+BORDOER
+Borneo.R00team
+Born Killaz
+BoR|S
+Bosen
+boss511
+Botan
+BOT_FUK4
+bougassa
+Boutsen and Flogher
+BoXRockA
+Boxurn
+boyhacker
+boy hacker
+boyons
+BoyonS
+BOYONS
+Bozkurt97
+BOZKURTSERDAR
+BozZErrOR
+BR00Q
+Br0cK
+br0k3d
+br0wn b0mb3r
+Br4in
+Br4Z1L 0wN3D Gr0Up
+brada
+Brahim Neziraj
+braian detonus
+braian root attack
+BrAiN
+BrainBug
+brainiAC
+BrainMan
+Brain Scream
+Brainstorm
+BrainStorm
+brainware
+bRaInX666X
+Brake^off
+Brake^Off
+BRATTY
+BraveSquad
+Brazil Defacing
+Brazil-Hackers
+BRAZIL-HACKERS
+Brazilian Cyber Army
+Brazilian Defacer´z
+Brazilian Defacerz
+brazilian kiddies
+Brazilians Hackers Units
+Brazillian HackerS
+BrazilObscure
+Braz_Yo
+break bytes
+BrEakerS
+BreaKIce
+B_Real
+BreeK
+Bri4Nz-032
+BriscO-Dz
+Britney Herself
+brkod
+Bro&Bro
+BrokenHalo
+BroKeN-PrOxy
+bronka team
+BROOLI
+BroS^
+Brothers Team
+BROTHERS TEAM
+bRpsd
+brwsk007
+bS_286
+BsD3m0n
+BSOD203
+Bt.Sec.Team
+BuByFiR
+Bucio
+Buff3
+Buffon
+bugfinderX
+Bug-Travel
+buhhaaaa
+BukiBv
+Bulgarian h/c/p/a association
+BulkaHackers
+Buloxine
+Bungaputrilanacita
+bunglon_ijo
+Bunglon_Ijo
+bunny
+burn0ut
+Burock Iwas-GalaXi
+BurShido
+busabos
+Busindre
+Butayne
+buttp1ratez
+buttp!ratez
+Buzzbud
+by 3xroot
+By_aGReSiF
+BY_aGReSiF
+ByALBAYX
+By.Ambassador
+ByAMD
+byankill
+bY_aSkeR
+Byattack
+ByAyar
+bybafrali
+By_BeLa
+By_CECEN
+ByCoSMic
+By_DAVACI
+by_deli_hacker
+BY DRISS
+byEGE
+ByEge
+By_Ehtiyar
+By_EnjoY
+By_FatiH
+By_Fatihhan
+By_FeLaKeTT
+Byguneyli
+ByguneyLi
+ByGuneyLi
+by hacked
+by_hacker_ceti
+BY_HAZÄ°RAN
+By_H@cKeRo
+bykale
+ByKALE
+ByLazori
+By_Lei
+ByLenis
+Bymesx
+BYMesX
+BYMeSX
+BYMESX
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+Bypaz
+ByPckopaTKraL
+bypowerhacked
+by psyco-hacker
+By R0Na1d0
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+C0de Nuh
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+c0der
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+[c 0 d i g 0 5]
+[c 0 d i g 05]
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+Cabelo Of The Hell
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+童梦?? http://www.chinagr.gov.cn/FCKeditor/editor/dialog/fck_flash/hmy.htm
+童梦?? http://www.grkj.gov.cn/master/collection/hmy.htm
+童梦?? http://www.grsl.gov.cn/styles/backup/hmy.htm
+童梦?? http://www.grxjxj.gov.cn/Manage0532/General/hmy.htm
+童梦?? http://www.grzj.gov.cn/Infor/hmy.htm
+CaFcVersace
+cah_bagus
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+cairex security team
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+CapoO_TunisiAnoO
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+CAPRAZATES.ORG
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+Captain Filbert and his lucky rabbits paw
+CAPTAIN NAPKIN
+CaptSalkus48
+Cardding (xpl01nt3r and Kernel_ os carders mais lindos do Brasil
+carizmali
+Car Phone Warehouse
+Carphone Warhouse
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+cart00ns kids
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+CGI-TEAM
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+Ch0ke (www.CyberHacker.info)
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+CHIKEBUM
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+china hacker ?«ç¥ž
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+chr0nicle
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+-=Codered=-
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+[Collaps3 CREW
+[Collaps3 CREW]
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+Cr1M1n4L Z0ne
+cr1m3 0g4n1z4do
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+Crack Brasil
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+CrazyHacker16
+CrAzY HaCkErZ
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+Crazy Horse
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+creeping
+Crew Iran Hack
+Crezy ArAr
+c:r>_
+C:r>_
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+Crim3.br
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+Crime Boy
+crime boys
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+CRIME LORDZ
+Crime Lordz Group
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+Crime Perefct
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+CrypTic Securi
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+Cu`Lik
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+CurvaSud1899
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+CWdestroyer
+CWD@rBe
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+CYBERCRIME
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+Cyber-East.org
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+CyberGrup.Org
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+:::..dü??..:::
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+DaMaR aL 7roB
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+D.A.M.M.
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+DandikSE
+DaNG3R
+DanG3r from MHZone
+DanGeR
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+DangerLine
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+Danny-Boy
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+DarbeTurk.Com
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+DarKBlooD
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+Dark Ying Team
+Darkz Codez
+Darkz Flamez
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+Darque`M
+dash-akol
+Dasher Hacker
+dashty_boy
+Dasilva
+DasTn
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+Data Cha0s
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+datta_control
+Daus5095
+D.A.V
+David Letterman
+dawgyg
+./Dawn_angel
+Daya iLLi Dr.Fuck
+DAYIBEY
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+DCODER
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+De3D M3n @U11
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+DeAd HaCkErZ
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+DeadMaker
+DeadMaster
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+Deandri99
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+dEathStoRm
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+Death-Team Int.
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+Deat Killer
+DeatKiller cr3w
+Debian
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+Dec0/IronY
+dEcKaSoFt®
+Decoder
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+Deface
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+defaced-br
+Defaced.BR
+Defaceds
+defacer1
+DeFacers
+Defacers Maske
+Defacers Secur
+deface-team
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+Deflectoz
+Dehmety-Hack
+DeJ4Vu
+DeLighT_12
+Deliler
+delirium
+Delirium
+Dellete Inc.
+Delta
+Delta & Skynet
+Delta Force
+Delta Force Pakistan
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+DeltahackingSecurityTEAM
+DeltaHackingSecurityTeam
+DeltaHackingSecurityTEAM
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+dementor
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+Demoniados.Br
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+Demonios
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+Demonnios
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+Dengdaixiwang
+Deng dai xi wang
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+Dengesiz Team
+DeniaL
+DENIAL OF SERVICE
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+Denied
+Denied Group
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+Derin-Darbe.Us
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+destroy system
+Destroy System
+deutsch1988
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+Devilc0de.com
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+DevilCode
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+Devilr00t
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+DEVIL TEAM
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+DevilZ TM
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+dexter
+de[x]ter
+Dexter
+DexteR
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+@Df brazil hack team
+@Df Brazil Hack Team
+D-Force
+D@GG3R
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+dgtffd
+dh3homsin
+Dh4nz
+Dhalsou
+./Dhe
+dhery
+DHN Hack Crew
+D.H.T
+D.H.T?›æ”¶å­?
+di0aD
+DIABLO
+Diabloevil
+DIABLOS 4-EVER
+diablow
+Diablow
+Diamond
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+Die_verwandlung
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+Digital Boys Underground Team
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+digitalenemy & ryker
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+digital MINDRAGE
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+Digital-r00t
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+digital remedy
+Digital Voodoo
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+Digital wrapperz
+Digital wrapperZ
+Digital Wrapperz
+Digital WrapperZ
+Digita WrapperZ
+DiJiT4L
+DijitalKale.Org
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 GHoST61
-ReKaN Err0r
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+Hacked By Akram Stelle
+Hacked By AlaaCool
+hacked by alexandre9009
+Hacked By Al FeRo X
+Hacked By Ange
+hacked by artin
+Hacked By Ayoub Elhàyà Hackers
+hacked by aza
+hacked by azar
+hacked by azar36.exe
+HaCkEd By BoY$ HaCkEr TeAM
+Hacked By Cm_RoX
+Hacked By Crysis
+hacked by DIM4
+hacked by DIM4DDIN3
+hacked by Don nazim
+hacked by Don Nazim
+Hacked by Dr.
+Hacked by Dr. Cruzz
+HaCkeD By Dr.D
+HaCkeD By Dr.D1G
+Hacked By Dr.Mega
+hacked by FSM
+hacked By Gaza HacKeR
+HaCKeD By Gaza HaCKeR
+HaCKeD By GaZa HaCKeR Team
+HaCKeD By HaDe
+Hacked By Jocker
+HACKED BY LIBE
+HACKED BY LIBERO
+HaCked By MaSter
+HACKED BY MERT GENC
+HaCkEd By Mid Set
+hacked by mpulse
+HaCkEd By Mr.CaCaRoTe
+hacked by mrfi
+hacked by mrfikou39
+HaCkEd By Mr.knq-hail
+hacked by mr.nemo
+Hacked By Mr.SC
+Hacked By Mr.Uz
+Hacked By Mustapha Root
+HACKED BY N0-
+hacked by n2n
+HaCKeD By NeCoLaS
+hackedbyottoma
+Hacked by Rofi
+Hacked by Rofilitrix el
+HaCkEd By SnDeEd ShAmMaR JBU(at)HOTMAIL(dot)COM
+Hacked By SquiCk Hacker
+Hacked by sT1QuX.ZuF!N
+Hacked By sTz
+hacked by susk
+Hacked By TeRoO_Tn
+HACKED BY TeRRen.Jr Feat budi-spielberg
+HACKED BY WORMS LIBYAN HACKERS (WLH)
+hacked by XMIND
+Hacked by XMiND
+hacked by x-x4
+Hacked By Y4c1n3
+Hacked By Yassin Dexter
+hacked by zux
+Hacked.cl
+Hacked ; Sul6an
+hacken
+hacker
+Hacker
+hacker1
+Hacker1
+hacker_20
+hacker32_burak
+hacker_38
+hacker  7rb
+hacker AjjA
+HaCKeR AlKiNg
+HACKER AMAZIGH
+HaCker bl3nd
+Hacker Bob
+HaCkEr*BoYs !
+Hacker.br
+Hacker.BR
+HACKER.BR
+HackerClaus
+HaCKeR CoDe
+HackerCrackerTracker | G.J.theDJ
+hacker hacker
+HacKeR HeBroN
+HackerHorse
+Hackeri-AL
+Hacker Indonesia
+hackeri.org
+hacker__isi
+Hacker iSyaN
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+Hacker Lands
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+HaCkEr_MoUkA
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+HACKER_ONUR
+hacker.ramin
+HackerSad
+Hacker Sakit Hati
+#hackerschile
+HackersCrew
+hacker seray
+HaCkErS eV!L
+Hackers-Family
+Hackers Mexicanos
+Hackersquad
+HackerSquad
+Hacker Squad
+HaCkErS RoMaNTiC
+Hackers voor jezus
+HACKER TEAM 209
+Hacker.Tr
+Hacker Union Of China
+Hacker with su
+Hacker with suspension
+HACKER X
+HACKERZCORP
+hackforce2000
+hacklif3
+Hacklif3
+hacKmasteR!.
+HackNo
+Hack Qing
+hackr by zrabba
+hackrr
+hackr_ssh
+HACKRU CREW
+HACKRU CREW [hackru.com]
+hack-s3d
+Hacksidwith
+HACK SPAiN
+HaCkSpY
+HackSquaD
+HackStarZ
+hacktion jackson
+Hackturkiye.com
+HackUK
+HACKUK
+Hack.web.tr
+hackweiser
+Hackweiser
+HackWeiser
+Hackweiser and QuitCrew
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+Hakim Torres
+_HaKKaRi_
+hakkor
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+Hallelujah
+Hall of Just
+hamadascorpion
+HAMASH HACKERS CLUB
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+HAMIDELECTRONI
+Hamodi AliRaQi
+Hamooda El Bess
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+Hamzah Uygun
+hamza killer
+Hand_Java
+hani xavi
+Hani Xavi
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+Hannaichi
+Hannibal_Br
+Hantu Lapang
+Hard Blow
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+Hardc0rps
+Hard Coded Industries
+hard_hakerz
+HarDLaZ
+Hard luck team
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+./HarukaNisme_404
+Harun787878
+hasali
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+hashboy
+Hashcat
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+hashim shafiq
+H.A.T.E
+HATE INC
+Hat_Mast3r
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+HaTsA
+Hatted Corp
+HATTED CORP
+havoc korp
+Havoc Korp
+HAVOC KORP
+HaWeTk HaCkEr
+Hawleri_hacker
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+hax0rs lab
+hax0rs Lab
+Hax0rs lab
+Hax0rs Lab
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+hax3xploit
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+HaYaLeT-TeaM
+hayder-sql
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+HazaRHaN
+haZZard
+HB-DZ
+H.B.I
+H.B.I.
+hcinou
+Hcinou
+HcJ Love Bob Dylan ammmmmmoh no nod32 2day
+HDooa Hacker
+HDooa HaCkEr
+hdstryOwrld
+Heart_Hunter
+heataz
+HeavenCode
+Hector Life
+Hedi-Mlika
+HeikMex
+hekimoglu
+HeLia
+HeLL48
+Hell Boy
+HELLBOY
+hell/freax
+Hell Gate Hacker
+HellGhost
+Hello
+HellSent
+HellSeNT
+HellTech
+Hell The Maroc
+Hellz Seedz
+HelpMaster
+Heminem
+Hempy-Hacker
+hepatit
+Hepatit
+HeqpeH
+herbless
+Herbless
+Here and Sati
+heroaze
+Hero Aze
+heroaze&0px4H
+Hero Boy
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+heroin kids
+HEROMAN
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+hexa laboratories
+HEXB00T3R
+Hex injector
+Hex Injector
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+HexyL
+Heykolog
+HFury
+HFURY
+HHCrewzx
+Hidden
+Hiddenline
+HiddenLine
+Hidden Pain
+Hidden Wrestle
+HidemaN
+HiDR0K3R
+hierro wins
+HighLaNDeR
+HighLAndeR_ATmaCA_JuDGeHaCKeR
+HighTech
+HiGH VolTAGE
+HijAk TeaM
+hiking
+HIKING
+HiLV@NLi
+Hind-Hacker
+H.i.S
+HisHow0KiNg
+hisoka hacker
+HisokaHackeR
+hit2000
+HIT2000
+Hitch
+hitcher
+Hi-tech Hate
+Hi-Tech Hate
+HI-Tech Hate
+Hi-Tech Xquadron
+HITLER
+HiTLEr 737
+HitleR alkwaLd
+hitler qahtan
+hitler-xp
+HITLR
+HITM47N
+Hitsihirbazi.Com
+HiV Security Team
+HIV Security TEAM
+HIV SECURITY TEAM
+H@kaN
+HkOrE
+hkrkoz_alkuwai
+hkrkoz_alkuwait
+hl2647
+HMBP-02
+Hmei7
+hmoody23
+HNGENERAK TEAM
+h_numan
+ho1onk
+H.O.C
+HodLuM
+Hoepelkoe Inc.
+HoH Project
+HolaKo
+Hollow
+Holver
+HoLyRooT
+HoLySecurity T
+Homer Undetected
+h-one
+hooyah
+Horror404
+hossein19123
+HotMan
+Hotties-Zone
+hover2000
+hqkjnet
+HS Honker Union
+HsSoN
+HsTor305
+HTC 28 DZ
+HTH Crew
+HTLr_HaiL
+http://360.inp.org.ro/x.html
+http://cohortmanagementgroup.com/enc_oo7.html
+http://forum.syshacks.com
+http://humanraceware.com/poll/http://humanraceware.com/poll/
+http://izmir-elektrik.com/suskun.html
+http://midohioopenhouse.com/
+http://wpc4c.org.au/p0is0ned.html
+http://www.alchair.net/discut/img/
+http://www.alles-was-recht-ist.ch/
+http://www.arman-sanatco.com/
+http://www.bestwebhostingcompanies.org/index.php
+http://www.cinnamonkitchen.in/
+http://www.fenosoafandriana.epiknet.net
+http://www.hcvs.ptc.edu.tw/generalservice/
+http://www.hyper-co.com/index.html
+http://www.orion.co.zw/defaced.htm
+http://www.topekaadfed.org/
+http://www.tranzeo.com/investors/press.php?id=-82
+http://www.utilisoft.co.uk/portals/0/data.txt
+http://www.vax-d.com/portals/0/data.txt
+HuaCHo
+H.U.c
+H.U.C
+HueHueHue
+HumbleOne
+HUNT3R
+Hunter Gujjar
+hunter rim
+Hunteruk
+HUNTERUK
+HuPeR
+hurrican3
+HuSSaM
+huykeD
+HVTeam
+HxRofo
+hyann
+HyleCell
+Hyp3r-D4rk
+Hyper-Attack.Org
+hypn0sis
+hyrax
+i3r_cod3
+I4dex
+IadySon
+icebreaker
+ice-cream
+Ice-Crime
+icefist
+Icefist
+IceGod
+IceStorm
+IchalCastello
+icy-efx
+Id0 Group
+ID10T
+Idahc
+ID & Walze
+IDH Security T
+ID-IM
+iDiots
+idoLaTrous
+idoLaTRous
+IeDb.Ir
+ifactoryx
+ifactroyx
+ifclub
+igivehelp
+Igivehelp
+I-h4k4
+#ihc and #cracxer
+#ihC and #cracxer
+#ihC and #CracxeR
+#ihC and #CracXer
+IHG Project
+IHS IRAN HACKE
+ik0 & maxx
+Ikis and PaPi
+ikus4
+iLLeGaL
+Illegal Corpz
+Illegal Crew
+illegal operation team
+illegalteam.co
+ILLEGALWorld
+iLLuminati
+illusion
+illusion101
+illusionist2512
+illusions team
+IlusionGroup
+IlYass007
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+iman_oss
+imhatimi
+IMHATIMI
+imhatimi.org
+IMHOT3B
+imm0rtal
+ImM0RtAl BrAiN
+immortal
+Immortals
+ImPiSh[]BlOoD
+importantTR
+inback
+Inc c0rp.
+Inc. C0rp
+Inc. C0rp.
+Inc.C0rp.
+Independent Hackers
+Index Php
+Indian
+indi-coder
+Indig00
+Indi lamers
+indishell
+Indishell
+IndoGank
+INDONESIANCODER TEAM
+Indonesian Cyb
+Indonesian Defacer Newbie
+IndonesianHaxo
+indonymous
+INDONYMOUS
+indosniffing
+Indosniffing
+IndoSniffing
+INDOSNIFFING
+Indra Aperal
+Indramayu Cyber
+INFastructure
+INFASTRUCTURE
+infazci
+Infected
+Infected Hax Team
+infectious
+inFecTor
+Infector
+Infektion group
+Infektion Group
+in.feQted
+inferno.br
+Infernoz
+InfernoZ
+infexible
+infidelz
+Infidelz
+infinityl33ts
+Infra Red
+inj3ct0r
+Inj3cti0n P4ck3t
+Inj3cTionHackTeam
+InjeCtion MasT
+InjeCtion MasTer
+injection oveckock
+Injection Oveckock
+Injector
+Inkubus
+innocent boys
+innocent-boys
+Innocent boys
+Innocent Boys
+Innocent Buoy
+iNnOcEnTs b0ys
+iNnOcEnTs b0yS
+Innocents boys
+Ins0lenth
+ins3cto
+InS4N0
+InS4No
+InSaNe
+InsaneHackers
+InsaneSec
+Insanity Crew
+Insanity_Invaders
+insanity zine c0rp.
+InSaNiTy Zine c0rp.
+InSaNiTy ZiNe c0rp
+InSaNiTy ZiNe c0rp.
+InSaNo
+[IN]SecInjecti
+[IN]SecInjection
+INSECURE
+iNsecureIL
+Insecure Team
+inside
+Insomniac and ITRUN
+Insomniac And King420
+INSTITORIS
+InSt|nCt
+int3l
+int3rc3pt0r
+interactive
+Interactive
+INTERACTIVE
+Internet Pirates Leader
+Interzoid
+intikam.us
+INT-KM
+Intruder
+Intruder Team
+INvasaO OwnZ CreW
+Invectus
+invisbl3
+invisibl3
+Invisibl3
+Inyetrol
+IODAS KLAN
+I.O.N
+IP HACKER
+Ipk4.00
+IP-Master
+IpMazter
+I-proVn
+I-ProVN
+Ir0nDisk
+Ir0nX
+ir4dex
+Ir4dex
+Ir4Dex
+Ir4DeX
+IR4DEX
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+Iran Black Hat
+iranboys
+IranBoys
+iranhack---Lammer
+iranhack secur
+iranhack security team
+IRANIAN BOYS B
+Iranian Cyber Army
+Iranian_Dark_C
+iranian_dark_coders_team
+Iranian_dark_coders_team
+Iranian_Dark_Coders_Team
+Iranian DataCo
+iranian hacker
+Iran Security
+iran security team
+Iran Security Team
+IRaN UnderGrou
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+IrAq-GhOsT
+iRaQi H4ck
+Ir. Elenice
+irfanirap
+IrFi H@XOR
+Irod Security Team
+Iron Guards
+IronY
+IronY and Adoni
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+ischat
+ISD_andreas
+ISKAcrew
+iskeltan
+iskorpitx
+iskorpitx-tr
+Islam4ever
+iSlaMDeS
+Islam Hacker T
+islamic ghosts
+IslamiC GhOsTs
+islamic ghosts team
+Islamic Ghosts Team
+ISLAMIC GHOSTS TEAM
+islamicihad
+islamiteam
+Ismail Attacker
+isotk
+ISOTK
+ISOTK & Cyb3r Attack
+ISOTK - In Searth of the Knowlege - INTRUD3RM4N
+ISRAELIAN HACKERS
+Isthe_Rap
+ISYAN
+ITaLy HaCkeR
+iThinkyTeam
+IT NewTon
+itzthead
+iZenReal
+izleyici
+izmirLee
+Izsiz Akinci
+Izza009
+$$_J_$$
+J0rd4n14n r0x
+j0rd4n14n.r1z
+j0shu4
+J0shua
+j0t4Net
+J2H45
+J2TeaM
+J4K4K0
+J4mbi H4ck3r
+jaafar Hacker
+j.a.c12
+JaCKaL
+Jack Daniels
+jackemate
+Jack E Mate
+Jackh4xor
+Jacko Nexus
+Jack Riderr
+Jagad dot Id
+Jagad Dot ID
+jago-dz
+jaguars
+JAH4x0rs
+Jaing
+JaLi-
+Jaluxs
+JaMaYcKa
+Jamb0
+JanCox
+jangene_cakep
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+JANUS
+japanesefucker
+Jappan
+jarjar
+JarJar
+jas0n.bourne
+Jas0nz666
+JASON
+Javaphile
+JawirFamily
+Jaymzu
+JAYMZU
+JaYv[E]e
+jDude
+JeALiNgWaR
+JeeN-7Frawy
+jeen.hacker
+jefinho
+JE_HaCKeR
+Jehadis
+Jelek
+Jember_Hacker_Team
+Jendark
+Jenya
+JENYA
+JeOPaRDY
+Jester
+jewcrew
+JF-TEAM
+JH0K3R404
+J-H4ck3R
+Jhim Cracker
+Jhim  Cracker
+jhm02
+jhoker
+JH-TEAM
+jib0ne
+Jimbooo
+jimjones
+Jimmy
+Ji mo ri luo
+jincorn
+Jing[comics]
+jingklong
+Jingklong
+jinja
+Jinjin
+jinoka
+JiNOKA
+jixsaw
+Jje Incovers
+JM511
+jo8928
+jo & tu team
+Jockero Storm
+JOE_CRAZY
+JoeGoel
+JoeGoeL
+JOeGoeL
+Joes Angels
+JoeSatriani
+Johhnie_Walker
+John Lennon
+Johnnie Walker
+johnny
+jojehacker
+jok3r
+jOkEr'
+joker_1
+JokerH
+JOKER MOROCCO
+JoKeR_StEx
+JoLLoGs
+Jolly Roger
+Jonod Al Hacker
+jordanain joker
+Jordan Ghost
+Jordan Hackers
+JoRDiTuRKHaCKeR
+JoRi TuRK HaCK
+josef paradox
+Joseph
+JOT4N
+jovens_hackers
+JPI TeaM
+JPI TeaM`
+jsass
+Jst4e
+juan666
+Juaxor
+Juiz Lalau
+JuLie
+julieinstein
+Juni0rHawk
+Juni0rK1ng
+Just 4 Fun
+JuSTaR
+JusTic4
+juventini
+JxLxMx
+k0kane
+k0nnekted?
+k0rean|f34r & Gage
+K1nGnCa
+k3ceb0ng
+k3m4n9i
+k3r4ck3r
+k3rn3l
+K3rn3l
+k3rnel31
+k3vin_zare
+K41S3R
+K4M1.G4NGS73R
+k4m1k4z3
+k4mpr3t
+K4Z44M
+k5 crew
+k7EeLaN55
+KüÇüK_PaTrOn
+küçükral
+ka0s InsaneHackers
+ka0tic
+KA3Z4R
+Ka4p3
+Kabbomm
+KabraLzZ
+kab[u]ss
+Kai-H4xOrR
+kais al king
+Kajmeran
+kaka pipi test
+kakos_belas
+kalashnikov
+kalccent
+KALiUM
+kalkal-hacking
+Kam_06
+Kambing Team Project
+kamikaze
+Kamikaze
+KaMiKZe
+KamiSecTeam
+kamiz
+kaMtiEz
+KaMtiEz
+KaMuBoHoNg
+kamy4r
+KaNeDa_KahuNa
+kannibal615
+Kanuni
+Kapten.Y@sser
+Karaaslan
+KaracaBey
+karaeL
+karaeL | FurkHan
+Karakorsan
+karamzaza
+KaranliQCocuQ
+KaRaSeyTaN
+KaRaSeYTaN
+KaratistBG
+kardeshackerla
+kardeshackerlar
+Karem Farok
+Karim-TN
+Karmen.Blackhat
+KaRTaLGöZ
+karter hacker
+Kartu Remi
+Kashmir Hackers Club
+Kasiki
+Kasirga098
+Kaslavo_Konstantnov__
+kasper
+kasper-ksa
+kasper security-team
+KASRqA
+kastrioti
+katAK
+katem
+katliamci06
+katliamturk.com
+KATRINA IRANIA
+KATRINA IRANIAN SECURITY TEAM
+Kaw00t
+KAYNARCALI
+kazmil Hacker
+Kazmil Hacker
+kazumbis
+Kazumbis
+kazu_myj
+ke3bler el3vez
+kebab kru
+keBaB KrU
+Kebab Kru
+KeBaB KrU
+kebracho
+Kebracho
+KEBRACHO
+Kebracho Team
+KeBRaCHo TeaM
+KEBRACHO TEAM
+Kedaong Cyber Team
+keebl3r elv3z
+Keebler Elfs
+keebler elves
+Keebler Elves
+keeper
+K-E-H
+keivan
+Kelantan Hacking Crew
+Kelantan Society
+KeLDai
+KeLDai YaNg
+KeLDai YaNg HinA
+KeLDai YaNg HiNa
+kelepche
+kemalistyle
+Ken & Nakon
+KenanYolcu
+kenzo
+keoki
+Keparat96
+KERANGKA|LANGIT
+Kerem125
+kernel
+Kernel
+KERNEL
+Kernel_Attack
+kernel hacktivists
+kernel panic
+kERNEL_PANIC
+Kernel_panic
+Kernel Panic
+Kernel_Panic
+Kernel|X|
+Kernep_panic
+kero-black
+KerozenE
+Keto-Hacker
+KeviN
+kevin-cl
+kevin-cl 
+keyDet79
+KeyDet79
+KeyRoot
+K@FK@S
+K-Foundation
+Khabi
+khalidmoro
+KhaLidmoro
+khalilogene bh
+Khalilogene bh
+Khan007
+KhantastiC
+kharabkar@iran
+Khe-Chi
+KheshtakSecuri
+Khrust
+KHTcrew
+KIBRISLI
+kidblount
+KID R0X
+kid-vegetable
+KidX3ll
+KiiRaN
+kiki404
+Kil Girshan
+KiLiCaRsLaN
+kilkuyruk
+Kill3r BoY S!Lho
+kiLL3Rz
+killah
+KillArmy
+killarz
+Killed by VIshK@
+killerboy
+killer brazil
+KILLER BRAZIL
+Killer Clown
+KiLLeR-Ex
+KILLER HACK
+KiLLerMiNd
+KiLLerMiND
+KIller_SK8
+killer team
+Killer Team
+KILLER TEAM
+Killer-TR
+killingbytes
+Kill-The-Goats
+KillUsa Union
+kimcil
+Kimera Hacker
+kimex and \` \`\`
+Kindergarten crew
+k[i]ng
+king0r
+King420
+King420 & Net-Mafia
+KinG511
+king9x
+KingAngora
+King-Arxal
+KING DAK
+KingDefacer
+KINGHACKER
+KingHackTeam
+kinG oF coNTro
+kinG oF coNTroL
+KiNgOfDaRkNeSs
+KingSam
+KingSerb
+Kingsheitan
+KingSheitan
+kingstr0ke
+KING-T
+King_Wolf
+KintaRo
+Kira Exe
+kira-h4ck3r
+kirekhar
+Kirollo21
+kj-fido
+KkK1337
+kl0wn crew
+kl0wn kr3w
+kl0wn krew
+Kl1mT
+kl4ud
+KL4UD
+klachnikove
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+Klept0
+klod fajraoui
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+Klonix
+KloniX
+k!lw4
+kn0wledge
+knell
+kne-na
+Kne-Na
+KnE-Na
+KniG CrAzY
+Knight of Hell
+Knoppix
+K-N-S
+K@NUNSUZ
+Kockaf52
+kodok.maya
+KodR3d
+KoezKoez & Mulatoz
+kohyar
+KolvherHacker
+Komando
+KoNiM-fM
+KoplaK
+korprinasional.or.id
+KoRSaN
+kortex
+Koson8
+kosong8
+kosovalı16_netstat
+kosovali16
+Kosova SpyWare TeaM - KsT
+k|own
+kp-cyber
+k-rad-bob
+k-rad krew
+krakr0k industries
+KraLmaN
+KraoN
+krash506
+KraziKlown
+KrAzY IdIoT MoB
+kremlin
+--==[KRIBOZT]==--
+KriptekS
+Kristo
+kromozone
+Kromozone
+kronix-x
+KroOoZ
+krshna666
+krugerah
+kryptek
+kryptolan
+ksa hack
+ksa Hack
+:.:: KsA HaCkEr ::.:
+ksa HaCk txw@hotmail.com
+ksa Hak txw@hotmail.com
+KsA TeaM
+@ksa_terrorist
+k.s.a-wolf
+KSG-CREW
+ksh and ksh
+(K_s_K)
+kTeCwCl
+KU2era
+KUBAKA
+kubiqo
+kucukral
+K-U-H
+K.U.H.T.
+Kurdish Hackers Clan
+kurdish hackers team
+Kurdish Securi
+Kurdistan Hack Team
+kurosaki
+Kur-SaD
+kurszd
+kuwait hacker
+Kuzura
+kwgdeface
+KX-T33
+kylpsizz
+K@YV@NIR@N
+KyZseR
+L04d3r
+L0cc0
+L0phtiran
+L0rd_3v1L
+l0rd5
+L0rd_Byr0n
+L0rd D31m0s
+L0rDHaX0r
+L0rDHaX0R
+L0rds 0f Wisd0m
+L0rdZ
+L0rDz
+l0u1s9
+L0wHacker
+- L1k D1sp4re -
+L1nd1nh4
+l1on Crew
+l2oot
+l33tch1x0r
+l33t_enigma
+L3g0l1m
+L3o4Nn
+L3XX4R
+l4m3 k1dd13
+L4m4 Hax0r
+l4pl4c3
+L4ST_C0D3
+Laakel En Pers
+Laakel En Person
+Labeey
+Lac0st
+lachwichdz
+LadyN3t
+LadyZcute
+lafanga
+La Faucheuse
+LaGos
+Lahcen NB
+^La_i3n4^
+Lakhdar DZ
+LaKosa
+lam3rx
+LaMenDOluz
+Lamer
+LAMER AYYILDIZ
+Lamerx
+LamerX
+lamerz
+lame sqaud
+LAMMERS
+L&J TeaM
+Lanccer
+LANCCER
+LanetLy
+Lanun Cyber
+Lanun Darat
+Lanunhitam Cre
+LaPiDuS
+Laputos
+Last Attack
+Last Fiddler
+LasT Fiddler
+LastTouch
+LATEXCREW
+LatinHackTeam
+LaZeR.OwNz
+LaZuRiX
+lazy hackers
+l.Dan and Over_G
+ldconfig
+l-diablo
+Le0rex
+le4derofh4ck
+Leandrosqui
+Learnersofcuri
+Learnersofcuriosity
+LeeTBoY
+leetsec
+LeeTSec
+Leets-Point
+Legend Hacker
+LeiZe
+LeJYoN-tR
+Leme & Phrozen_Byte
+Leme-Klonix
+Leon & Newbie
+Leonhart
+Leon HDz
+Lesbian Girlz
+level9-team
+levellee
+Level Seven Crew
+Lezbian Girlz Team
+lHeaveNl
+L-H-G
+LifeSteaLeR
+L.I.F.F.E
+Light-Army
+limihack
+limit.br
+Limit.br
+Limit.Br
+LIMIT.BR
+Limited7
+limiy.br
+Lin3x3
+Linux
+LinuX_All
+LinuX-Dz
+linuxfer
+Linux Force
+Linuxfox
+Linux_Gal
+LinuxLover
+LinuxPir8
+linuXploit_cre
+linuXploit_crew
+Linux^sex
+LINUX STUNTER
+linuxwarrior
+LinuXWarrior
+Linuxy
+Lion.Alidraniei
+lion&type
+lion & type_o
+Lionel MajDii
+LioN.HaCkeR
+LiOn.HaCkEr
+lion-noir
+LIONS-TEAM
+LionTurk
+LIPITOARE
+LIPITOARE Crew
+Liquid
+LiQuiD
+LitleBoys
+LittleBro30
+Little H@XOR
+LiveWithDie
+Liz0ziM
+lkomenta
+lks and nsr
+LLPCS
+- l<$7
+LNX-G33K
+Lob0s
+Lobsta McNayasty
+localgrouop hacker
+localgroup hackers
+Localhost
+local neighborhood xaker
+Lo$er.0
+lolwa
+Longshao
+Lonzo
+LoOoLy WoOoW
+LoopBack
+Loord_NakoN
+Lopht Crews
+Lord Alexander
+Lord Choo3s
+LoRD_CooL
+LordDiGiTaL1337
+Lord Idryis
+Lord Lunatic
+lord-malekz
+LoRd nEt
+Lord Nikon
+Lord Obi Biber
+Lord_Odin
+LorDragon
+LordSabotatore
+LORD VIPER
+Lordz
+LORDZ
+LorDZeeK
+LOSERS
+{LoSt}
+Lost_Child
+LostLegacy
+LOST SOULS
+lotide
+Lotus
+Louc0s
+loucos.br
+Loucos.br
+LOUCOS.BR
+Lourd Dn
+Lou Sh
+Lover_xp
+lowrider boy
+!LQ@R
+?l SëniØrîâ Mémy
+L.S.D.-BrZ
+LSD Crew
+</1h3b_tn>
+<yber-gh0st
+lucifer_hell
+lucifer_ksa
+Lucky
+Lukyluke
+LulusanSD
+Lulz53c
+LuLzHaT
+LulzSecAl
+Luminous
+LUN4T1C0
+LuNaTiC
+LuPi[N]
+Luso Anon
+LuThOr LooTeX
+luxer09
+Lv_ghost
+LvL pr0j3ct
+Ly^H4x0r
+lysergik
+L|z4rd
+m00c0w of TrippinSmurfs
+m05l3k
+M0µ34d
+m0gamb0
+M0nd3x
+m0nkeyz
+M0nkeyz
+m0nsteR
+M0r0c@n$ S3cur1ty Cr3w
+m0r0n and nightman
+m0r45t
+m0riii & KinG
+m0sad
+m0sted
+m0us3r
+M13IDUT
+m1cr0
+m1cr0ba
+m1cr0bA
+m1cr0ba and c4tur
+m1crochip
+m1l05
+m1ndburn3d
+M1X3D
+M_29a
+M3HDI-W4CKER
+M3L40
+M3nt0rs T34M
+M3nt0rs Team
+m3.null
+M3QD4D
+M3rc3n4r10
+m3rciL3Ss
+M3rhametsiz
+M3sh0 Hex0r
+M3str3 Root
+m3str3_splynt3r
+M3tam0rph0siS
+M3TH0D
+m`3trb
+M3XT4R
+m45t3r hij4ck
+M47r1
+M47R1X
+M4C4CO TOCANTINS
+M4cr0
+M4d3X
+m4dc0w
+m4f14
+M4f14
+M4F14
+M4fia.Br
+M4G1233N
+m4hmutb3y
+m4ku4
+M4MiM4N & L363ND
+M4N1L4 PR1D3
+m4nuel
+m4rc3l0
+M4Rf3L
+M4Ri0
+m4rk3r
+M4rk3r
+m4st3r_syst3m
+M4ST£R 1T4L!4
+M4ST£R 1T4L!4N H@CK£RS T£4M
+M4tRix
+m4V3RiCk
+M4VERICK
+m4x1m4
+M4XPOWER
+m4z0n
+M5aWi
+m6anesh
+m921m@z
+M92K110A121
+M9eBaH.HaCkEd
+Mücahid
+Ma3sTr0-Dz
+Ma3sTr0-Dzhttp://www.holidayinisrael.com/css/index.asp
+Macedonian Crew
+MaCh!n3
+machocyb3rcrim
+machocyb3rcrime
+Macro
+Macrohard
+mac-y
+Mad008
+MAD666
+madcodE
+madconfig
+Madconfig
+Mad-Cow && Remote-Worm
+maddona
+MaDDoNa
+MAD-EviL
+MadgerM
+madhatt
+Mad-Hatter
+madk0w
+MAD-MAN
+MadNet
+mad_skater
+MadtoxiC
+MadToxic
+maeen
+MaeSTro-GhoL
+Mafia
+mafiaboy
+mafia boys crew
+Mafia boys crew
+Mafia Boys Crew
+Mafia Boys CreW
+MAFIABOYZ
+mafiaboyz pakistan
+MAFIABOYZ PAKISTAN
+mafia dz
+Mafia Hacking
+Mafia Hacking Team
+Mafia Hacking Tean
+Mafia Organizada
+Magelang6etar
+MagelangCyber
+MaghriiBi.9oo7
+Magic
+Magica de Bin
+magic-dz
+magic.dz
+magic-dz girl freind :D
+MAGICIAN-DZ
+magikh0e
+MagNa
+Magnetic_G
+Magneto
+magnum
+MagnuM
+magnumj
+Mago - AkUmA - B@boo
+Ma-HaCkEr
+maha_dewa
+mahmoodinternet
+mahmoud amin
+Mahmoud SQL
+Maintenance
+MakassarHack
+MakerPain
+makhack
+MakHack
+makkawi
+MAKKAWI
+MalcolM
+malcom-x
+malek
+malice
+MALICE
+M.A.LICIOUS
+MaLuna
+Malware Dot ID
+MaMaLi MeSsenG
+mamamia
+M.A.M.E
+Mandatory
+Manegarplay
+Maniak k4sur
+Maniak k4Sur
+ManicDVLN
+Mano2
+ManSyk3z
+M.A.O
+mao-tun
+MaplinUK
+MAPLINUK
+marathon
+Marc007
+marcoj
+MarDiTo
+maress
+MaReSS
+Margu
+Markers
+Marlboro_lamer
+MaroOco
+marslinio
+Martin
+masad hacker
+MaSKe
+maskeli5ler
+Maskeli5ler
+Masta Beta
+Master
+MaSter
+Master & Huri
+MaSter & Pro
+MaStErHaCk
+Masterhack.Com
+Masterhasck.Com
+Master-LoRd
+Master-Minds
+Masters Prodigy
+Master Spy
+Master_TeaM
+MasterVip
+Masti
+MatheLord
+Mathews
+MaTHieU_
+MatriX
+Matrix Dz
+MaTriXxX
+matso
+MATSO
+MaTuSaLeM
+Mauritania Inj
+Mauritania InjeCtor
+MaUzZz[BR]
+MAVÝDENÝZ
+Maverick
+MaViA_HaXx0r
+MAViDENiZ
+Mavi_Karanlık
+MaXell & On-OFF
+Max Hcz
+MaXiMiZerS
+maxim tatto
+Max_Mafiotu
+MaxMouse
+Maxtk
+MaXtoR
+Maysa Alzein
+Mbah_Dukun
+Mbah Roni
+M-c0d3r
+MCA-CRB
+mc_intikam
+mckay
+mcm4nus
+McM4nus
+Mc.MiqroP
+Mc.ProF
+MC SANCHEZ
+MctaLebe
+MD5-SyS
+M.D.C
+md. l07hdh
+MD. L07hDh
+MD. L07hDH
+mdn_newbie
+md.r00t
+Me5145
+mecca
+MecTruy
+medanhack
+medanhacking
+Medanhacking
+MedanHacking
+MEDAN HACKING
+Medanhacking Crew
+Media Assasins
+medo-611
+MeDo HaCk Atta
+MEDO HAXORZ
+Medrik
+medya42-Cevdetor
+meef and mecca
+Meestervervalser & Xoloth1
+Me Expulsaron de su radio sin razon ;c
+MEFISTO
+MEGABYTE www.mbyte.tk
+MegaFATiH
+MegaHz
+megazoid
+MehaR Solar1S
+Mehdi.Hidden
+MehdiZ
+Meher Assel
+Mehmet Silvanli
+mehrdadkiller
+mehrdad.sh
+mekanyer6
+melowtraxhackteam
+M.ElsA3dY
+MeltdowN
+memory_leak
+memp4554
+Menara Group S
+Menara Group Security
+Mengejar_impian
+mengenli
+Menona Team
+Mentalistlerr
+@MentorSec
+Mercurio_II
+Mercury Switch
+MeRsinLi1ShyTan
+MERTKAN
+MeSHaL HackEr
+MeSHaL HaCKeR
+MESHAL HACKER
+Mesho
+MESSERS
+messiah
+Messiah
+Metacom2000
+MetalHead
+MeTaLLeRo666
+MeTaLLiCA
+MetalSoftHacke
+MetalSoftHackersTeam
+Metal WarriorZ
+Method
+methyle
+metlak@msn.com
+Metropolis
+MeTRp0L
+MexicanHackers
+MGF15
+Mgharba
+mgm-hacker
+MGM-HACKER
+M.Hacking
+mhDx92
+miaouz
+Miaouz
+m_i_b
+MIBXXX
+m.i.c.
+MicHeLoNy
+Mickey Mouse
+Micky
+_MiCRoP_
+microsarme6943
+Middle East Cyber Army
+MiDNiGHT HacKeR
+MiDNiGHT HAcKeR
+Midovic
+mid-range
+Might
+MiGhT
+Mighty
+mikecc
+MikToLyN
+Milad Bero
+Milad Hacking
+MilaD Ramus
+milanese & redmatch
+Milanhacker
+Milk9
+millenniumbugz
+MiLLeR
+Millikuvvetler
+MilliKuvvetler
+Millikuvvetler.Net
+milw0rm
+MiMzY
+minangcrew
+MinangCrew
+minang cyber team
+mindbomb/libby
+MindCracker
+MINDMELT
+MindVox
+Miq®op
+misafir
+mishgan
+Mista_DNS
+mistake
+Mist & LSD
+MisterJooker
+mistersaint
+Mister Spy
+misteruno
+Mister-X
+mistuhclean
+mistuh clean
+misuratau
+Mitak
+Mittnick
+Miusi
+MIXAYLO
+MiyaChung
+Mizt3riO_uZ
+mjdy ArAr
+Mjdy ArAr
+MJHOol-HkR
+MJL007
+MkawedDZ
+Mkn0d
+mkraid
+mla0uz
+_Mlk_
+MLOOK_AHMAR
+MMS GROUP
+M@ndrake Black Team
+MnsHaR 511
+mnsiny hacker
+mobde3
+Mo.BKaFeK
+modamer hacker
+modehema
+modem
+modu1e
+Moez Majdoub
+MoGrmX
+MoHaMaD VaKeR
+MoHaMeD
+MoHaMeD07
+Mohamedito
+mohammadf255
+Mohammad Shar
+mohammed_root
+Mohit Amn Security Team
+Moien78
+Mokhalad HaXor
+MOLRACK
+momenib
+mon3im
+Mongol
+Mongolian Defacer Team
+mOnSter.Hacker
+Monsters Defac
+Monsters Defacers
+MonTa a Yazid_InfoO
+MONZA
+MOoDyPL
+Moonlight H4xor
+Moonman
+Moon Shi3a
+Mor0Ccan Islam
+Mor0Ccan Islam Defenders Team
+morfeu
+Morfeu
+Morfeu_AND_Kernel
+moriii
+Moroccain Agent Secret
+Moroccan Agent
+Moroccan agent secret
+Moroccan Agent secret
+MoroccanAgentSecret
+Moroccan Agent Secret
+moroccan-alien
+MoroccanGhosts
+Moroccan Hassan
+Moroccan Islamic Union-Mail
+Moroccan Warrior Group
+moroccanwolf
+Moroccanwolf
+MoRpH
+Morpheus
+MorpHeus
+MORPHEUS
+Morphus
+MOrphus
+Morrocan-EagLe
+MoRtAl
+Mortal Kombat
+MoRTaZ
+Mortual
+Moshack Team
+MosHagheb Net
+Mosi.Pro
+motd and calvim
+MoThAnnA-X
+motzmo
+MOu@dRap
+Mouh Marvel-DZ
+moukawem
+Mouse
+mowber
+Mowjesabz
+Mozy/v00d00
+M.Prince (Virangar Under Gr0und Team)
+-Mr_007-
+Mr.3dwanY
+Mr.501
+Mr.7nsh
+Mr.9Dma
+MrAamliyHaCkeR
+MR.aboali
+Mr.aBu HaLiL
+Mr.aFiR
+MrAgent
+mr.a hacker
+Mr. AjnnK
+mr.ajram
+Mr.AjRaM
+Mr.Ajword
+MraKhLaK
+MR.ALEX7
+Mr.Ali
+Mr.Ali Se7en
+Mr.Alsfa7
+Mr.Amir king Hacker
+Mr.Amir King Hacker
+MR AMIR-PALANGI
+MrAngelKTM619
+Mr.An@s H@Ck3r
+Mr.AreyaKoplaxz404
+Mr.AryeaKoplaxz404
+M@rAz Ali
+Mr.AZOZ
+mr_badz
+Mr.Bami
+?Mr.bonz-101
+Mr.BSD
+MrBunnY
+Mr.C0d3R
+mR.c4n1
+Mr C99
+MrCapable
+mr centor blackhat
+Mr.Charfe
+Mr.Cobra
+Mr.Cod3e
+Mr.Cod3r
+Mr.Coid
+mr com
+./MR.COM
+Mr.CooL_404
+Mr.CooL:_404
+mR.CorDr
+M@rcos
+Mr.CoWbOy
+MrCrypt3r
+mr.d0rk
+MrD0x
+Mr.D4rK
+mr-daly
+Mr.DaMi
+Mr Daryl
+Mr.ddos
+Mr Decoder
+Mr. DellatioNx196
+./Mr.Dha
+Mr.D HaCkEr
+Mr-didi
+Mr.dj
+=MR.D-JAY=
+Mr.Dm4r
+Mr.Domoz
+Mr. Domoz
+Mr.DraGoN
+Mr.DURGUT
+Mr Error
+Mr. Error 404
+Mr.ExiT
+Mr.Expired008
+MrFloat
+MrFlOaT
+MRFLOAT
+Mr-Fox
+MR.F@RDIN
+MrFreeze und Blasterderm
+Mr.FrIeNdLy
+MrFrost
+Mr.G0o0sTa
+Mr GaLeed
+Mr.GaloW
+Mr GbX
+Mr.GeVaRa
+Mr.GTz
+Mr.H4rD3n
+Mr.ham
+MR.ham
+mr.hamoud
+Mr.HarchaLi
+Mr.HaurgeulisX196
+Mr.Hawk
+MR.HES@M
+MR . HOSSEIN
+Mr_hz
+./MrJ
+Mr.jack
+MrJaxxx
+Mr.JerK74
+Mr.JL6h
+Mr Jr7
+Mr Karouma
+Mr.Katrokx
+m*rkD
+m*rKD
+MrKebab
+Mr.knq-hail
+Mr.Kro0oz.305
+Mr.Kucluk-07
+Mr.L4iVe
+Mr.Landak
+Mr.Lauric
+Mr.Linux
+Mr.LiOnHuRt
+Mrlool.exe
+Mr.Louai
+Mr[M]
+mr_maax
+Mr.Mac Jack
+Mr. Magic
+Mr Majika
+mr.mash3L
+mr.me
+Mr_MeRL.IN
+Mr.Mero
+Mr.MeRo
+MrMFakaMrA
+MR.M@j!d
+Mr.MLL
+MR-MN7OS
+Mr.Moein
+Mr.Nahkoda
+mr.nawaf
+Mr.Nazim
+Mr.NiROo
+Mr.Nj
+mr.NooVL>>aL3m.Ms3L
+mr.nsaany
+mr.nssany
+mr_ozzy
+Mr.P3rfekt
+mrpack
+Mr.PaPaRoSSe
+MR.PEDRAAM
+Mr.PERSIA
+mr.phoenix1337
+Mr.Phoenix1337
+Mr.PhoeniX1337
+mr.qlq
+Mr.QlQ
+MR.QLQ
+Mr.R3boob / HaCkeR
+Mr.Rahgozar
+Mr.Ramtin
+Mr.ReRo
+Mr.Rivai_404x
+Mr.SaTaN HaCkEr
+mr.shkreb
+mr_skidz
+Mr.SkuD
+Mr.SobhaN S[s]S
+Mr.Sohayl
+Mr.SQL
+Mr.Stream2u
+Mr_Sweet
+Mr T0xic
+Mr.Terfa
+Mr.ThIeF
+MrTieDie
+Mr.Timsah
+Mr-Toyink
+Mr_Twig
+Mr vahid
+Mr.vemper
+Mr.V!ruS
+MRW8 HACKER
+Mr.waleed alastoora hackers
+MrWhit3
+MrWhite
+Mr.W@Rn!ng
+MR.WWW
+Mr XGholund
+MrxSaputra_AttackeRx
+Mr.X!x
+MR.xXxHacker
+Mr.XXXX
+M.R ZAHER
+Mr.Zeus
+MR / ZX-VIRUS
+msfconsole
+MsKHoT
+m-squad
+MsS6oL
+M-TaQi
+M@T@DoR
+mtkarimi
+M@TR1XC0D3 & Ehka-team
+M@TRiX
+M@TRiXs
+MuDu The Tracker
+Muertedigital
+Mugair
+Muhammad Bilal
+muhmademad
+MuhmadEmad
+Muj4z3f
+Mujahid-X
+Mu$lim
+Mun33B_H4xOr
+muqfvck
+murad
+Murad-ı Hüdavendigar
+MURATHOCA
+Murder
+Murkho_Lyly
+MuR@T
+MuSaCikk
+MuShrooM
+MuslimAQeel
+Muslim Cyber A
+Muslim Cyber Army
+Muslim HaCkEr
+Mustafa
+mustafa40229
+mustireiS
+MutantCoode
+MuZzZ
+MvCyberSecurir
+Mwa6n Mthloom
+M?-War?inG
+Mx.xRx
+Myanmar Hacker Warriors
+Myanmar Muslim Cyber Force
+Myanmar Muslim Cyber Forcer
+MyatyFrus
+MyCho
+myg0t
+MY-HAX
+myroot
+My-sec team
+My-sec Team
+mYstb0Mb
+Mystb0mb
+Mystb0mbed
+Mystic-Eagl3
+Mystman
+MysTmAn
+mythan
+Mythan
+mythras
+MZN SHadows
+]n00b|Sliver[
+n00gie
+n00k c0rp
+n00k C0rp
+n00k cOrp
+n00kiE
+n0ctem
+n0fun
+n0k3y
+n0m0r3
+n0mad
+n0p1z
+n0rm4lz1nh0
+N1Gh7 F0x
+N1Gh7 F0x"
+n1nor
+$n1p3r
+N30 UKH4CK3RZ
+n3o & [atf]
+n3ru5
+N3t1k3rt1
+n3tChaos
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+Narkoz ®"
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+Nofawkx Al"
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+ت? ا?اخترا? ?? ?ب? ??برا ا?ح?ر
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+Persian Boys Hacking Team
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+RedRooT|R.39
+red-rose
+[rEd_SigN]
+redspy
+redSpy
+RedSpy
+RedstorM
+RedToor
+red virus
+red_virus
+Red V!per
+Redworm
+red-x
+rEd X
+Red-X
+ReFLuX
+ReFLuX and asouza
+re-formed us crew
+RejeTk HacKeR
+relax
+Relax
+ReLaX
+Rell-4
+relogic and ampere
+relogic and AOK
+ReMix
+ReMiX
+Renatinho
+Renegados
+RENEGADOS
+Replicant
+reptex
+Reptex
+REPTEX
+requalest
+RequentaL
+Required
+Res'h4ck
+Resays404
+ReservoirDogs
+ResisTenza
+RESPECTM3
+RESTOS DE NADA!
+Retart
+RetnOHacK
+#RETORNABLE#
+Retrace
+retro
+returnaddr
+Rev0ltados
+reverse
+RevoLLe
+Revoluti0n
+Revolution Hacker
+rewben
+rewted
+REWTED CREW
+rewtz
+Rexal Scooterist
+Reza_0o0
+ReZK2LL
+RFOH.ORG TEAM
+rgae ruph
+Rhazeck
+RhazecK
+{RhD}
+RhezTiw
+R.HTML
+riad syr hack
+rian-insom
+RibeiroRei
+Ribose06
+Ricky
+rieidextter
+Rieidextter
+RieidexTter
+RieiDexTter
+rifka_id
+Rifqi79
+rigonn
+rigonn & X-h4ck
+RiieKidz007
+rikijo
+Rikis and DoubleFlash
+Riky_404
+Ripper
+Riss-q
+Riss-Q
+RitualistaS
+Ritualistas Group
+rKaDeh 7rB
+R[]l4nD
+RM-003
+RM007
+rm -rf
+rm-rf
+RN-HXX
+RnpCyber
+Ro0T-MaFia
+rocket
+rOckHuntEr
+Rocky
+Rocky $4le
+R.o.D CReW
+ROGUES KREW
+RoHss
+rojo&tnt
+Romanian Hacker Independo
+Romantic
+ROMEL
+ron885
+Ron885
+RON885
+rona404
+ron shah
+RoOFIX-FOX
+RoOT-707
+RootAccess
+{ Root  Att4ck  }
+RootBoY
+RooTBoY
+root.br
+Root.BR
+root-core
+Root-Core
+Root-Crew
+RooT-CreW
+RoOt cReW
+RooTeD
+rooterror
+RootExtractor
+ROOT-HACKER
+RooT HaXor
+rootheater
+rootingforced.
+Rooting Sabotage Forced
+root@jack:~
+@root_ls_0
+Root_M4N
+RootSecurity
+RooTSecurity
+RootSecurtiy
+RooT T34M
+RootTeam
+RootWeb
+@root_who
+rootworm
+root-x
+Rose Hacker
+Rotten Pisces
+roulong
+rousse lamers
+Router
+rox32
+rox 32
+RShooter
+R!sK-MaSTeR
+rteam
+R.T.F.M.
+./Ru74K
+rubin e hibrid
+Ruci Mudge
+Ruffles
+Ru$$ian
+Ruinous
+Rulez
+rummykhan
+Runixs
+RUNIXs
+Rupert The Rat
+RUSSIA HACKERS
+russian force
+Russian Hack Crew
+RuzgarAvcisi
+Ruzgarin_oglu
+Ruzgarin_Oglu
+RwZ Team
+Ryan-ID
+Ryden
+RyDen
+RyGhost
+ryker
+s00rk
+s0kket
+s0l4r1s
+S0l4r1s
+s0l4ris
+S0l4ris
+s0lar
+s0laris
+S0MPL4K
+-=s0s=-
+s0sight
+s0uldja
+s13doeL
+s13 TEAM
+s1b3rk4n
+S1cle3 m4n
+s1mon
+s1mple 2000
+s1r-bcp
+s1r-v1ru5
+S1r_z3r0
+S2RP32NT2 PELOPINCHO TOTEX
+s3c-0ut
+s3ct0rX
+s3cure
+s3lect
+s3lect c0rp
+S3N4T0R
+S3tErO_X
+s3tuid
+s3w3r mou53
+S4Attacker
+s4curity
+S4L4M
+s4m4h
+s4r4d0
+S4rk3vt hacking team
+S4S4t4n1c_S0uls
+S4S-T3rr0r!sT
+S4t4n1cL0rD
+s4t4n1c_s0uls
+S4t4n1c_s0uls
+S4t4n1c_s0ulS
+S4t4n1c_S0uls
+S4t4nic S0uls
+s4udi-h4ck
+s4udi.rjh
+S4udi-S3curity
+S4udi-S3curity-T3rror
+s4v4s
+S6eeF ALHarbi
+S:6T_i-#07
+SùpRàs_Tn
+SA3D HaCk3D
+Sa6ry
+Sabotagem666
+Sabotaqe
+SaboTaqe
+Sabrina3k
+Sabu & ph0tek
+SaccaFrazi
+sacred_relic
+sacudo69
+SAD8ALE7SAS
+sadam213
+sadece Kayıt Oka
+SadeKawe
+sA^DeV!L
+SadHaCKER
+Sad HaCkEr & ViRS_Qalaa
+SADIK
+saDor
+Sador
+SadoR
+Sadrazam
+Sa-Dz
+saeed0511
+saeed210
+Saeed.Jok3r
+SaeedSaadi
+SaF4K
+safety last group
+Safety Last Group
+Safi-Team
+SafiTeaM
+Safi-TeaM
+SaFi-TeaM
+Safouane Saw
+sa-hacker sql
+sahrawihacker
+Saht Gfx/Dr.Hulk
+saidinh0
+saif ule est
+Saiko-Pod
+Saint
+SaIR0n King
+Sajeen-Jeddah
+Sakab
+Sala 14
+salaamaasyon
+SALDIRAY&PC_MAN
+SalemHacker
+SaLemHaCker
+salim h@ker Dz
+salut-404
+Salvador Dali
+sam7tk.hacker
+samarindahack
+SaMI-ExploiT
+Samir-M
+sampeck
+SaMuR4i_X
+SanaLappung
+sanalaskerler
+SanalAskerlerTim
+sanaLBaskan
+SanaL_Dabbe
+SanaL_DabbE
+sanaleskiya
+Sanal-Gerilim.Com
+SanaL-GeRiLiM.CoM
+SaNaL-GeRiLiM.Com
+SaNaL-GeRiLiM.CoM
+SaNAL-GeRiLiM.CoM
+SaNaL_KaBuS
+sanalkurt
+Sanal-Muhafiz.org
+SanalSabotaj
+SanalYargic
+sandoc
+Sandy
+SanFour25
+Sanjungan Jiwa
+sanTiq0
+São Paulo Futebol Clube
+Sara Bitch
+SarBoT511
+sari al3nzi
+sarin
+Sarin
+SarinBR
+sarkis
+SaruHan
+sasdasad
+SatanaX
+satanic2000
+Satanic Lords
+Satanic LordS
+satanic souls
+Satanic Souls
+Satanics Souls
+Satanik
+Satanizm
+Sa-Terror
+Sat Komandolar
+sator
+S . Attack3r
+SaUdI cRaZ
+Saudi_Defacerz
+SAUDI DEFACERZ
+saudi.hackers
+SAUDI HACKERZ
+saudi hackrz
+Saudi injector
+SaUdI PiRaTe
+Saudi root
+saudi.scorpion
+Saudi Scorpion
+Saudi Security
+SaudiStorm
+SauDi ViRuS TeaM
+SaV_CI
+savecore
+SavvyCrew
+Saw Hacker
+Saw Team
+SaYKo
+S.A.Z BadboY
+SbZ-GHoST TeaM
+scama
+ScarMan
+Scary-Boys
+sch1z0phr3n1c
+Schizophrenia
+Schooled
+scientist
+ScorchedEarth
+ScoRpi0
+ScoRpI0
+Scorpion
+[Scorpion]
+ScOrPiOn
+ScorpionKTX
+sCr33n DuMp
+Scr3am
+scream
+Scream
+SCreAM
+sCrEam HacKeR
+Screener_it
+ScreT
+ScrewLoose
+Scrippie
+script
+Script0r
+scripter
+Scripter
+scripts kidders
+scriptx
+ScriptX
+SCRIPTX
+scuorte AL mashtal
+Scurvy
+Scytt3r HiLL
+SDD Crew
+Sdm [Peruvian
+sec-root
+sec-team
+secto0r
+sector and GeeFunk
+SecureInfo
+SecureZine
+Secure Zine
+SecurE ZinE
+Securinfos
+SECURINFOS
+security_511
+security-attack.org
+SecurityBaldeat
+SecurityBr
+SecurityBR
+SecurityBus
+Security Corp
+Security EvileS
+Security Fail
+SecurityKing.Org
+Security-Mind
+Security .Net
+security .net information
+Security .Net Information
+Security.owned
+Security Project Br4sil
+SecurityShield
+Security Team
+SecuritY T!me Out ??
+Security-X
+SeCuR!TY DR@G0N
+SeDix
+SeeKeR
+seel3nlos
+Seeme - Islamic Ghosts
+seeweed
+SEEWEED
+sef_mode
+Seif Jelidi
+sektor seven
+Senodyne
+SenqRonize
+sentapua
+Sephiroth
+Septemb0x
+Sepultura
+Sepultura-DF
+Serbian Security Crew
+Serheld4n
+serial_back
+SerialBus
+serialroot
+serixx
+Serixx
+serkoon
+SerSeri77
+serseridelikan
+SerVeStR
+SERVO
+Serwan
+SessiZ
+setsumina
+se-wa-te
+SewerMouse
+Sexavet
+SeXoHa
+SeYavDEDE
+SeyFellaH
+S_e_YM_e_N
+SeytanaUydum
+Sezar Ni'z
+SFNSAW
+SGI-JOE
+sh00ter
+sh0k3
+sh0uT
+Sh0uT
+Sh0uT0u7
+sH3LL c0de
+sh3ll-haxor
+Sh4d0w-26
+Sh4d0w_h4x0r
+Sh4dow Fre4k
+sh4h1m
+Sh4man
+Sh4p3r
+Sh4rp H4x0r T3
+Sha3R
+sha3rhalmooT
+shad0w hacker
+Shad0wS
+Shadow
+Shadow004
+shadowaliraq
+SHADOW BOYS
+Shadow-D3v1L
+ShaDow-D3v1L
+ShadowDXS
+Shadow Lords
+sHaDoW_mAn
+SHADOW MAN
+shadows
+sha@hack
+shahin.sh619
+Shahir
+sHaK[2PaC
+Shaman
+Shame Of Nation
+Shamoon
+ShaniaJunianantha404
+Shanks
+Shaphal
+sharkmisdeed
+Sharkmisdeed
+Sharkmisdeed/MegoloManiac
+ShaRp HaCker
+Sharp Hackerz
+Sharp Hackerz Team
+ShawaiTR
+shawdowforce
+Shayan
+shazam
+Shazam
+ShB7 BnI KhALeD
+ShBh BaGhDaD
+ShC0d3
+shefirot
+sheisebaboo
+shellc0d3
+Shellc0d3
+ShellC0d3
+sHELL c0de
+Shellcode
+ShellCode
+Shell Code
+ShellCode & m3p
+Shell Root
+Sherif
+sHeTaN F-16
+shi3a
+Shi5-alhacker
+Shi5-alHacker
+Shi5-alHackeR
+Shinchi
+Shirayuki-2181
+shitkingz
+Shiyue
+shmook
+shnow
+shocker
+shockrs
+Shockwave
+Shockwave Khan
+SHOCKWAVERIDE
+Sholahuddin
+shoocK3d
+SHOOTER
+ShooterX
+ShOrTy420
+sH@rk-Dz
+shutdownd
+ShutDownd
+Shyeld
+Sianor
+SiavashM.:: Ir
+SiberAg
+SiberAktif.Net
+SiBeRAkTiF.NeT
+SiberAskerler.
+siberbela
+SiberBela
+Siber-BirLik
+SiberCellat
+SiBeRCeLLaT
+SiberCoder
+SiberKing
+Sidewinder
+SIGILLUM
+SigmaXDz
+signal9
+Signal9
+Signal9 Crew
+sigsegv
+sil3nt
+SiL3NT H!LL
+Sil3nT.ShAdoW
+Silahsiz Kuvve
+SiLenCe
+SiLencer
+SiLeNT
+SilentAssault
+SiLenT-BoY
+Silent Boys Di
+Silent_Hell
+Silent injector
+Silent Killer
+Silentlead
+-[SiLeNtp0is0n]-
+SilentStorm
+SiL-ScOr
+Silver
+silver hacker
+Silver Lord
+silver Lords
+Silver lords
+Silver Lords
+Silver LOrds
+SIlver Lords
+SilverOnFire
+SilversourcexD
+simiens
+Simiens
+SimMz K
+SimpleR00t
+simpleS
+sinaritx
+Sindbad
+sinogolamel
+sintek
+Sintek
+SINTEK
+siper_ps
+SiR Abdou
+Sir Exar
+sirhcv
+SiRNaKLiBeLa
+sivilharekat
+Sivilharekat
+SivilHarekat
+Sixx0r
+siyahi
+Sizzling Soul
+SJ and bighawk
+sk0rpi0n Crew
+sk4ever
+sk@crew
+Skinhead
+Skins
+SkIpPy-E
+skizzo
+S-kr3w
+Skream9
+Skreem
+SkrTeeR305
+SkrTeeR 305
+skull
+Skull
+skweek
+sKwyAr
+SkxHacks
+Sky Crash
+Sky Crash & DarkSpirit
+sKy_DanqeR
+SkyDos
+Sky Jordan
+SkyNet
+Skynny
+SkyTurk
+sL1pknot
+slack0r
+Slacker
+SLACKo
+|SlackWare|
+Slak & SharChi
+slash
+SlAyD
+Slayer03
+SLayER03
+Slayer & goku_skt
+SLAYER OWNER
+SlayersHackTea
+SlayersHackTeam
+slays
+sLazerDock404
+Sl@ckw4r3n L1n
+Sleman
+slice
+SlimeDont
+SlimShady
+slimz
+Slinky
+SliperHr
+SlipKnoT
+SLiPY
+Sliver
+_@SL@N_
+slorkiller
+sloth
+Slow_death
+slp hack
+sLw-SauLiM
+slydex
+Slyman
+SM0K3R H4CK3R
+Sm0ke
+sm0ked crew
+Sm0ked crew
+Sm0ked Crew
+Smacher
+smail002
+Smail002
+Smail Max
+small micro
+s-man
+Smash3d Stack
+SMed79
+Smerch
+Smerfiatka
+SMILER_HACKER
+Smmart_H0x
+SMOK3R H4CK3R
+SMOK3R-H4CK3R
+smokey
+SMOKIE
+smsfn
+Sn0r7
+sn1p3r-spy
+snail
+SNAIL
+snape
+Snî-PeO
+Snappy
+SneackeR
+SneackerR
+Sneake
+Sneed
+sneed and magnum
+snel-eten-bestellen
+snipe
+Sniper
+SnipeR
+sniper 399
+sniper.511
+sniper-aden
+sNipEr AlErT
+SniperB|FALLAG
+SniperB|FALLAGA
+sniper code
+sniper  code
+Sniper_dz
+Sniper-Exploits
+sniper_h
+SNIPER--HARB
+Sniper haxXx
+sniper ip
+Sniper ip
+SnIpEr_IraQi
+sniper maroccan
+SnIpEr-RooT
+SnIpEr_SA
+sniper-shell
+SnIpEr.SiTeS
+sniper.t
+sniper.vb
+sniper web
+sniper-web
+Snipr HrB
+SnL_ayaz_
+Snoby
+Sn!p3r_dz
+Sn!p3r_GS
+Sn!per-Baghdad
+Sn!per HoMs
+snr33
+So BusY
+SocialistHacke
+Societa
+Socket Archives
+SoiraM
+SOlDAtEK
+** soleimani090 **
+Solitary Man
+sondurax
+SonHoligan
+Sonic
+SonicX
+sonkralice
+SonKralice
+SonnyBLack
+SonOperasyon
+SonOperasyon.net
+sonpori
+Sons Of Libert
+sonvurus.org
+sonvurus.oRg
+Sonvurus.org
+Sonvurus.oRg
+SonyaJKT48
+Sonykiller
+Sonyy
+soojoy
+Soot Hackers
+Sophia Hacker
+Sophia Hacker Group
+sortof
+-sOs-
+so sad
+SouFianox.Gentle
+sOuL_fLy
+soul hackers
+Soul hackers
+soul lee
+SouLRaverS
+SouLs-x
+SouLz-x
+SourViVor
+Sovalye
+soyletmez
+Sp0rE & Dem0l|sh
+sp33d
+Sp3y3d3r
+Sp4rTa
+spabaton
+Space Invaders
+spammer
+SP&P
+Spawn
+Specimen
+Spectro
+Spectroman
+speed
+speedcr4ck-
+SpeeD_EmiR
+SpeedStream
+spewn
+Sphinx
+Sphnix
+SPIDER
+spider_boy
+Spider_Crash
+SPIDERKID
+SpiderMan
+Spider pcf
+Spidey
+spinkus
+Spiral
+Spirit
+SPiRiTUS.
+SpiritWalker
+SpiritWalker-SisterMoon-Sn1per
+spit-fire
+Splash
+spo0feR
+SpOck_NixOr
+spook
+spookkey
+SprIng
+SP@Rk
+Spunkmayer
+SpY~âRâβ
+SpY´zZ & De4d-L|Ne
+spyboy
+SpyCrew.info
+SPY-CX5
+spyd0x
+spy[D]ir
+Spydy
+SpyGrup.Org
+Spy_Hackerz
+Spyhackerz.com
+Spyhackerz.Com
+SpyHackerz.com
+SpyHackerZ.Com
+Spyhackez.com
+Spyhunk
+spyke
+spykids
+SpyKids
+SPYKIDS
+SPYMETA
+Spymod07
+Spynet
+SpYrOOt
+spyturks.org
+SpyVigour.Org
+SqiSch
+SQL-Inje5tion
+SQL@Live.se
+SQL@LIVE.SE
+SqL_MaSt3r
+sql_st
+squiCk HaCker
+SqUiRl & TdAwG
+srabithail
+SrBoT Sh4mer
+sry ll3'aih Hack
+SS and RK
+ssh-2
+sssssss
+S_S_T
+SSTiM
+SSTIM
+st0p force
+st0rm1
+St3althy6 Labs
+st3althy labs
+star08
+S.T.A.R. Labs
+Starman_Jones
+Stars Hacking Team
+starsky
+Starsky
+Starsky and [RaFa]
+STARTURK
+Starturk.org
+State-Security
+StaticX
+StatiK Code Team
+sTaTus-x
+Steady[x]
+Steed
+STEED
+sTeeL
+SteeLe
+sTeeL_MaN
+SteRm
+stexhacker
+Stexhacker
+StexHacker
+StifLer
+stings
+Stink'
+Stitch
+Stolen
+Stonehenge Crew
+stone love
+STONE LOVE
+StOnEr
+STONIE
+STOORM
+StopWarmingTeam
+Storm&Fire
+stormtrooper
+stoune
+Stout
+str1d3r
+str1d3r..Squad
+Str4what-Luffy
+Strani
+Streetc0d3r
+Stres
+st@rext
+Strick
+Striker
+Stryker
+stupid
+StyLe Hacker
+SU3D_R3
+suave
+subbero
+subex
+Subex
+SuBex and CueBiz
+subtrnl
+SUBURBAN TERRORISTS
+Sub_Zero
+SuBZeRo
+suckuz
+Suculent Duck
+Suculent-Duck
+SugarKing
+SugaR_KinG
+SugarR_KinG
+Suhaib HaxOr
+Suicidal
+suid crew
+Suid crew
+Suidrewt and NAP
+SUiD-USA/Inet
+Suigiro
+Suigito
+SulFur
+Sultan Brain
+SultanHaikal
+Sultrix and trinix
+Sum41
+Sunakuzira
+sund4nym0uz
+sund4nyM0uz
+sund4nyM0z
+Sund4nyMouz
+SunDevil
+sungurlar7753
+S[uo]
+Sup3rl4m0
+SUP3RM4N
+super2li
+Super2li
+Super H4cker
+superhackpimps
+SuperJ
+Super-Linux
+Super Man
+Supervixen
+suPosix
+SuPr3m3 b0yS
+Supr3m3.L0rds
+Supreme entity
+Supreme Entity
+supreme eternity
+surabayagetar
+Suram-Crew
+surf3[r]
+surg4bij4k
+Survey
+suskun
+Suskun
+SuSKuN
+SusuzDeniz.Org
+SuZuki
+svboyw
+S.V Crew
+SvN_NeVerMore
+S.W.A.T.
+SwaT_Hack
+SweetDevils
+SWiSH
+switch
+Switch
+switch TR
+switchX
+Swordfish
+SwordFish
+SWORDFISH
+Sword hack
+SwordMan
+S.W.T
+SYC0D3R
+SyDeX
+syhmhfz
+syk0tik
+syn/ack
+SyNAct && eth1
+Synapse
+SynchrONize
+./Synchronizer
+Synd1c4te
+sYnFlood
+syniack
+Synopsis
+Synoptic
+Syntax
+syntax_error
+Syntax.notfound
+SynTezZ
+Syr0kill
+SyRiAn_34G13
+Syrian Anonymo
+Syrian Anonymous
+SyrianDanger
+Syrian Danger
+SYRIAN DEMONS
+SyRiAn GhOsT
+SyRIAn GhOsT
+SYRIAN-HACKER
+Syrian Hexor
+Syrian HeXoR
+syrian-lion
+syrian silent hacker
+syrianspider
+SyRiAnSpIdEr
+Syrian Volcano
+sys007id
+Sys7ech
+sysadmcn
+SySCoS
+sysctl
+SYSCTL
+SySiPh
+syskc0
+sysko
+Sy-soldier
+sysop
+SySt00rm
+Syst3m 0f Cha0s
+syst3m f4ilur3
+|SysteM|
+System_Crack
+System Distortion
+#System Down
+System_Error_
+SystemFAILURE
+SySTeM_INC
+Systemlord
+SystemLord
+sysTemrooT
+System Undetected
+system zero
+SystraySix
+sys-worm(turki
+sys-worm(turkish)
+Sytto
+T0fan
+T0mBSt0nE
+T0MS1N
+T0NS1
+T0r3x
+t0t0m1C
+t1ku5rumput
+T1ku5Rumput
+T34M-Hack-Mks
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+T3rm!nat0r5
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+T3rroRisTs KsA
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+ta3lab-el-maka
+Take The BesT & Fuck The Rest Huuuh Mr.Tambourine
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+TaLsint Hackers
+TaMaM
+Tan_0
+Tan_0 AND O ANALISTA
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+target[x] and t|rant
+TARIN
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+Tcp-Hijacker
+TC() TEAM
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+TeAm AraB SeCuRiTy
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+TEAM INFINITY
+TeamKral.Net
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+TeaM MosTa
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+TeaM Mr.SaaD HaCkeR
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+TeaMp0isoN
+team pancakes
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+/Team Pocong
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+!TeAm RaBaT-SaLe!
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+TeaM System Dz
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+Th3 BLaCk TaX
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+The goatse guy (tm)
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+Thehacker
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+ThE-HidDeN
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+The KabuS
+the key40
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+thekiller
+TheKiller
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+THE Killer
+thekillers
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+THEKILLERS
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+THE KILLERZ
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+The KOBAY
+ThE LeGeNd
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+theli & flunk
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+theli and Sabrina3k
+Thelinux
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+THEsnowFLAKE
+|The|Specialist
+The SYNDiCATE
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+The Timer
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+The UnderTakerZ
+the_warri0r
+The Watch3r
 TheWayEnd
-D.R.S Dz Team
-Ayy?ld?z Tim
-ZeDaN-Mrx
-virus3033
\ No newline at end of file
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+TO ALL BRAZILIAN DEFACERS
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+:::Torres:::
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+txw@hotmail.com
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+UEBERSHARK
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+uN'config
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+Und3rgr0und B0ys
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+UnderCr3w
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+Unit3d Albanians Cr3w
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+:[ XaKeP ]:
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+./XmR-404
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+xoron
+X-OTTOMAN
+xp10_hackEr
+Xp10_HaCkEr
+xp187
+XPaXO
+Xpired
+xpl01nt3r
+XpL0IT69
+X-ploIT69
+Xpronator2
+XP style
+xr57-ahmadso
+X-RaFaeLo
+xRafs
+X-Raptor
+xRoot
+xrootx
+x-s4nd3r
+xSecurity
+X-SHADOW
+x_shell
+XShimeX
+xsn0rk
+xspace
+xspiler
+XSPILER
+X-Sys
+X-TEAM
+XTech Inc
+X-T!GeR
+X-Tractor
+xtraploit
+xtremee_killar
+xTurk
+Xuebao
+xugurx
+xupa_minha_rola_fpds
+X_VIRUS
+Xw0rm
+x_w0x
+XW3N_HaX0R
+xWARRIORtn
+xWeliJr
+xx.jath.xx
+XxMost WantedxX
+XxXMrDeFrozXxX
+xymcrush17
+xzadx
+XZard
+xZeroKiller
+y0ung kill3r
+y0ung Kill3r
+y0unG kill3r
+y0ungst4r
+y0ung-Th1ef
+y0ung-Th1eF
+Y3OULS
+yabod1
+YaCiNe t-h-e**
+ýsyan
+Yahya AlSaddami
+Yakoub_Marvel
+Yalniz-BozkurT
+yalnizceri
+YamadaRyuu
+yamicazanova
+yamikel
+Yamiko
+Yangyang
+Yanlei
+YaqaSsS
+YaRaLi_1985
+Yaramazadam
+YarIx
+Ya$siNe~14k
+Ya$siNe~14K
+Yassine fajrao
+yassinox_TN
+yasss
+?Ÿå˜Ÿ
+Yheya Alshami
+Yheya Mohamed
+YiGiDiM
+YIHAT
+yildirimordulari.org
+Yimao
+ykc0221@hotmail.com
+ynR !
+YoCo Smart
+Yodas Clan
+Yodas klan
+Yodas Klan
+yogi wan
+YOGYACARDERLINK
+YongkiDotBiz
+YoSeF HaCkeR
+youngthief
+young-thief
+Your Nick
+yousefjafar04
+YoU_SnIpEr&Bb0
+ytcracker
+YTCracker
+YunusIncredibl
+Yunxions
+Yupi dot ID
+Yuri-BR
+yuxue
+z0mb13
+Z0MB13
+z0mba and jasun
+z0rex
+Z3B4N!_KR4L
+z3r00_c00d3r
+z3r0c0ld
+Z3r0C0lD
+z3r0-SEVDALI
+z3r0x
+z3rgi0x
+Z4K1_Dz
+Z7FaaN H4Ck3R
+Z7FaN HaCkEr
+z7F HaCkEr
+za3im hacker
+?Žå†›BY：exeH
+zain haxor
+Zakix
+zal_freaks
+Zalim
+Zamolxe -=thE_Deton8er=-
+zanith
+Zanith
+ZaraByte
+ZaraByte.com
+Zarence
+Zarolho
+ZasieuN
+zCachorro
+Zcompany Hacki
+ZCompany Hacki
+ZCompany Hacking Crew
+zcools
+?zмαη37??
+ZD-oFF
+ZeberuS
+ZeColmeia
+zee haxor
+Zeesmartoo
+ZeLoSKiL
+Zengi Khalid
+zepcode
+Ze pik3n0
+Zer0Attack Team
+Zer0 crew
+Zer0 Crew
+Zer0 Thunder
+Zer0-X7
+ZeroByt
+zerobyte
+zero code
+zeroeffect
+zerosignal crew
+Zero-X
+Zerox Dot ID
+ZeS|-|OoO
+ZETHA TEAM [Z]
+zettai901
+ZeynnymouZ
+ZH4RK
+Zhuzhu
+ziion2000
+zikou-16
+Ziko'w
+zillion
+zirkon
+Zishan Rider
+Zixin
+ZiyaretCi
+Zo0mer
+ZOB3H
+zobugtel
+ZOIAH
+ZolerHack
+Zombie
+ZombiE_KsA
+zombiel33t
+Zombie-Root
+Zone_41_DZ
+Zone-H
+ZoneLeS
+ZoneX
+Zonis
+ZONIS
+ZonTa
+ZoOMGuy
+ZoOMGuY
+Zorbey
+ZoRLu
+ZorrakiN
+ZoRRaKiN
+ZoRRoKÄ°N
+zorrokin
+ZorroKiN
+ZoRRoKin
+ZoRRoKiN
+ZR007
+ZrKaWe-HaCkEr
+zunk3r
+Zyklon
+ZyXeL
\ No newline at end of file
diff --git a/securetea/lib/web_deface/defacement_detector.py b/securetea/lib/web_deface/defacement_detector.py
index b318944d..b9e56416 100644
--- a/securetea/lib/web_deface/defacement_detector.py
+++ b/securetea/lib/web_deface/defacement_detector.py
@@ -14,11 +14,21 @@
 from securetea.lib.web_deface.deface_logger import DefaceLogger
 from securetea.lib.web_deface.utils import *
 from securetea.lib.web_deface.file_handler import *
+from pathlib import Path
+import os
 import pandas as pd
-import numpy as np
 import pickle
+import html2text
+import csv
+
+from sklearn.model_selection import train_test_split 
+from sklearn.discriminant_analysis import LinearDiscriminantAnalysis as LDA
+from sklearn.feature_extraction.text import TfidfVectorizer
+from sklearn.feature_selection import VarianceThreshold
+from nltk.stem.snowball import SnowballStemmer
+from nltk.corpus import stopwords
 
-class DefaceDetect:
+class DefaceDetect(object):
     """ML based defacement Detector"""
     def __init__(self, debug=False, path=None):
         """
@@ -40,5 +50,60 @@ def __init__(self, debug=False, path=None):
 
         # Initialize path of directory to look for
         self._PATH = path
-    
-    def ml_based_scan(self, )
+        self._DATASET = str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/dataset.csv"
+
+    def ml_based_scan(self, files_list):
+        """
+        Scan the files in the directory to detect any traces of Defacement attempts
+
+        Args:
+            file_list (dict): list of files in the directory to scan
+        """
+        filename = str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/finalized_model.sav"
+        with open(filename, "rb") as f:
+            loaded_model = pickle.load(f)
+
+        #Preparing User Webpage Dataset for Prediction 
+        h = html2text.HTML2Text()
+        h.ignore_links = True
+        fields = ["status", "content"]
+        with open(self._DATASET, 'w') as csvfile:
+            csvwriter = csv.writer(csvfile)
+            csvwriter.writerow(fields)
+            for file in files_list:
+                code = open(file, 'r').read()
+                code = h.handle(code)
+                ' '.join(code.split('\n'))
+                row = ['true', code]
+                csvwriter.writerow(row)
+                
+        df = pd.read_csv(
+            self._DATASET,
+            usecols = fields, nrows=5000
+        )
+        stemmer = SnowballStemmer('english')
+
+        df['content'] = df['content'].apply(
+            lambda x: ' '.join(stemmer.stem(y) for y in x.split())
+        )
+
+        df['content'] = df['content'].apply(
+            lambda x: ' '.join(word for word in x.split() if word not in (stopwords.words()))
+        )
+        df = df['content'].copy()
+        df = df.str.replace('\d+', '')
+
+        tfidf = TfidfVectorizer(min_df=2,max_df=0.5, ngram_range=(1,3))
+        features = tfidf.fit_transform(df)
+        df = pd.DataFrame(
+            features.todense(),
+            columns=tfidf.get_feature_names()
+        )
+        df_model = pd.read_csv(str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/df.csv", index_col=0)
+        df = df.reindex(labels=df_model.columns,axis=1)
+        df['Target'] = '1'
+        df = df.fillna(0)
+        x = df.drop('Target',axis=1)
+        pred = loaded_model.predict(x)
+
+        return { files_list[i] : pred[i]=='1' for i in range(len(pred))}
\ No newline at end of file
diff --git a/securetea/lib/web_deface/model.py b/securetea/lib/web_deface/model.py
new file mode 100644
index 00000000..119d00d1
--- /dev/null
+++ b/securetea/lib/web_deface/model.py
@@ -0,0 +1,188 @@
+# -*- coding: utf-8 -*-
+u"""Machine Learning module for SecureTea Web Deface Detection.
+
+Project:
+    ╔═╗┌─┐┌─┐┬ ┬┬─┐┌─┐╔╦╗┌─┐┌─┐
+    ╚═╗├┤ │  │ │├┬┘├┤  ║ ├┤ ├─┤
+    ╚═╝└─┘└─┘└─┘┴└─└─┘ ╩ └─┘┴ ┴
+    Author: Aman Singh <dun930n.m45732@gmail.com> , Aug 1 2021
+    Version: 1.4
+    Module: SecureTea
+
+"""
+from securetea.lib.web_deface.deface_logger import DefaceLogger
+import pandas as pd
+from pathlib import Path
+import os
+import pandas as pd
+from sklearn.feature_extraction.text import TfidfVectorizer
+from sklearn.model_selection import train_test_split 
+from sklearn.ensemble import RandomForestClassifier
+from sklearn.feature_selection import VarianceThreshold
+from sklearn.metrics import accuracy_score
+from sklearn.discriminant_analysis import LinearDiscriminantAnalysis as LDA
+from nltk.stem.snowball import SnowballStemmer
+from string import punctuation
+from nltk.corpus import stopwords
+import pickle
+
+class MLModel(object):
+    """
+    ML Model class to train and test for RandomForest Classifier for
+    Defacement prediction 
+    """
+    def __init__(self, debug=False):
+        """
+        Dataset file have texts from defaced webpages and Text from Normal webpages
+        """
+
+        self.logger = DefaceLogger(
+                __name__,
+                debug=debug
+        )
+        #initialize path of datasets
+        self.NORMAL_DATA_PATH = str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/data1.csv"
+        self.DEFACED_DATA_PATH = str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/data.csv"
+
+        self.prediction()
+
+    def prepare_dataset(self):
+        """
+        Preparing Dataset
+
+        We are going to work just on two categories, positives and negatives. 
+        Therefore, we select 5,000 rows for each category and copy them into the Pandas Dataframe 
+        """
+
+        fields = ['status', 'content']
+
+        #Defacement Text Vectorization
+        df = pd.read_csv(
+            self.DEFACED_DATA_PATH,
+            usecols= fields, nrows=5000)
+        stemmer = SnowballStemmer('english')
+        df['content'] = df['content'].apply(
+            lambda x: ' '.join(stemmer.stem(y) for y in x.split())
+        )
+        df['content'] = df['content'].apply(
+            lambda x: ' '.join(word for word in x.split() if word not in (stopwords.words()))
+        )
+        df_Positive = df['content'].copy()
+        df_Positive = df_Positive.str.replace('\d+', '')
+
+        #Normal Text vectorization
+
+        df = pd.read_csv(
+            self.NORMAL_DATA_PATH,
+            usecols= fields, nrows=5000)
+        stemmer = SnowballStemmer('english')
+        df['content'] = df['content'].apply(
+            lambda x: ' '.join(stemmer.stem(y) for y in x.split())
+        )
+
+        df['content'] = df['content'].apply(
+            lambda x: ' '.join(word for word in x.split() if word not in (stopwords.words()))
+        )
+
+        df_Negative = df['content'].copy()
+        df_Negative = df_Negative.str.replace('\d+', '')
+
+
+        self.NEG_DF = df_Negative
+        self.POS_DF = df_Positive
+
+    def Vectorization(self):
+        """
+        Transforms text to feature vectors
+
+        Using TF-IDF, word scores are used instead of word count, therefore we can say TF-IDF measures relevance, not frequency.
+        we have used Scikit-Learn TfidfVectorizer for each column and building an N-gram model for vectorization that can be used as input to the estimator.
+        """
+        df_Positive = self.POS_DF
+        df_Negative = self.NEG_DF
+
+        tfidf = TfidfVectorizer(min_df=2,max_df=0.5, ngram_range=(1,3))
+        features = tfidf.fit_transform(df_Positive)
+        df_Positive = pd.DataFrame(
+            features.todense(),
+            columns=tfidf.get_feature_names()
+        )
+        df_Positive['Target'] = '1'
+
+        tfidf = TfidfVectorizer(min_df=2,max_df=0.5, ngram_range=(1,3))
+        features = tfidf.fit_transform(df_Negative)
+        df_Negative = pd.DataFrame(
+            features.todense(),
+            columns=tfidf.get_feature_names()
+        )
+        df_Negative['Target'] = '0'
+
+        df = df_Positive.append(df_Negative)
+        df = df.fillna(0)
+
+        self.DATA_FRAME = df
+
+    def get_correlation(self, data, threshold):
+        corr_col = set()
+        cormat = data.corr()
+        for i in range(len(cormat.columns)):
+            for j in range(i):
+                if abs(cormat.iloc[i,j]) > threshold:
+                    colname = cormat.columns[i]
+                    corr_col.add(colname)
+        return corr_col
+    
+    def train_test_model(self):
+        df = self.DATA_FRAME
+
+        df.to_csv(str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/df.csv")
+        x = df.drop('Target',axis=1)
+        y = df['Target']
+        
+        x_train, x_test, y_train, y_test = train_test_split(
+            x, y, test_size = 0.4, random_state = 0, stratify = y)
+
+        constant_filter = VarianceThreshold(threshold = 0.0002)
+        constant_filter.fit(x_train)
+
+        # Export the features
+        feature_list = x_train[x_train.columns[
+            constant_filter.get_support(indices=True)]]
+        
+
+        x_train_filter = constant_filter.transform(x_train)
+        x_test_filter = constant_filter.transform(x_test)
+
+        x_train_filter = pd.DataFrame(x_train_filter)
+        x_test_filter = pd.DataFrame(x_test_filter)
+
+        corr_features = self.get_correlation(x_train_filter, 0.70)
+
+        x_train_uncorr = x_train_filter.drop(labels= corr_features, axis = 1)
+        x_test_uncorr = x_test_filter.drop(labels= corr_features, axis = 1)
+        x_train_uncorr = pd.DataFrame(x_train_uncorr)
+        x_test_uncorr = pd.DataFrame(x_test_uncorr)
+        lda = LDA(n_components=1)
+        x_train_lda = lda.fit_transform(x_train_uncorr, y_train)
+        x_test_lda = lda.fit_transform(x_test_uncorr, y_test)
+        self.runRandomForest(x_train, x_test, y_train, y_test)
+
+    def runRandomForest(self,x_train, x_test, y_train, y_test):
+        model = RandomForestClassifier(n_estimators=100, random_state=0, n_jobs=-1)
+        model.fit(x_train, y_train)
+        self.model = model
+        y_pred = model.predict(x_test)
+
+        msg = 'Model accuracy is: ' + str(accuracy_score(y_test, y_pred))
+        self.logger.log(
+                        msg,
+                        logtype="info"
+                    )
+        
+    def prediction(self):
+        self.prepare_dataset()
+        self.Vectorization()
+        self.train_test_model()
+        filename = str(Path(os.path.dirname(__file__)).parent) + "/web_deface/config/finalized_model.sav"
+        pickle.dump(self.model, open(filename, 'wb'))
+        return
diff --git a/securetea/lib/web_deface/monitor.py b/securetea/lib/web_deface/monitor.py
index da24591a..5c777f67 100644
--- a/securetea/lib/web_deface/monitor.py
+++ b/securetea/lib/web_deface/monitor.py
@@ -52,7 +52,9 @@ def __init__(self, debug=False, path=None, hash_path=None, set_path=None, backup
         # Create GatherFile object to gather list of files
         self.gather_file_obj = GatherFile(debug=self.debug, path=path)
         # Create SigDetect object to scan files for attack signatures
-        self.sig_detect_obj = SigDetect(debug=debug, path=path)
+        self.sig_detect_obj = SigDetect(debug=self.debug, path=path)
+        # Create DefaceDetect object to scan files for defacement attack using ML
+        self.ml_deface_obj = DefaceDetect(debug=self.debug, path=path)
         # Create Hash object to get hashes of the files
         self.hash_gen_obj = Hash(debug=self.debug)
         # Load original hash config of files
@@ -103,6 +105,8 @@ def monitor(self):
         set_dict = self.hash_gen_obj.get_sets(file_list)
         # Get the defacement status of the files
         deface_status_dict = self.sig_detect_obj.scan_files(file_list)
+        # Get the defacement predictions of the files
+        ml_deface_prediction = self.ml_deface_obj.ml_based_scan(file_list)
 
         # Iterate through the hash values
         for path, hash_val in hash_dict.items():
diff --git a/securetea/lib/web_deface/web_deface_engine.py b/securetea/lib/web_deface/web_deface_engine.py
index d848e541..7d035e64 100644
--- a/securetea/lib/web_deface/web_deface_engine.py
+++ b/securetea/lib/web_deface/web_deface_engine.py
@@ -16,6 +16,7 @@
 from securetea.lib.web_deface.backup import BackUp
 from securetea.lib.web_deface.monitor import Monitor
 from securetea.lib.web_deface.deface_logger import DefaceLogger
+from securetea.lib.web_deface import model
 from securetea.lib.web_deface.file_handler import *
 from securetea.lib.web_deface.utils import *
 import sys
@@ -137,6 +138,9 @@ def start(self):
         # Dump hash mapping dict to JSON
         dump_dict_to_json(path=self._SET_MAP, py_dict=set_dict)
 
+        #Defacment Prediction Model
+        self.model = model.MLModel(debug=self.debug)
+
         # Create monitor object
         self.monitor = Monitor(debug=self.debug,
                                path=self._PATH,