GitHub - Muhammad-Nouman-Ahmed/PE-Protect-Antivirus-using-Machine-Learning at 4a7e823c9879275e6bf0fb0c6e19ad0c05cce953

Muhammad-Nouman-Ahmed / PE-Protect-Antivirus-using-Machine-Learning Public

Notifications You must be signed in to change notification settings
Fork 6
Star 2

This Antivirus is design to scan the PE Files (EXEs and DLLs) and show whether the file is malicious or benign. 5 models are used and best one is used automatically for detection.

GPL-3.0 license

2 stars 6 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
__pycache__		__pycache__
classifier		classifier
static		static
templates		templates
LICENSE		LICENSE
README.md		README.md
antivirus.py		antivirus.py
confusion.PNG		confusion.PNG
data.zip		data.zip
ezgif-2-76830175af.gif		ezgif-2-76830175af.gif
main.py		main.py
train.PNG		train.PNG
train.py		train.py

Repository files navigation

PE-Protect-Antivirus-using-Machine-Learning

This Antivirus is design to scan the PE Files (EXEs and DLLs) and show whether the file is malicious or benign. 5 models are used and best one is used automatically for detection. The tool is simple and GUI based. Models used are:

DecisionTree
RandomForest
GradientBoosting
AdaBoost
GNB

GUI

Model Training Results

Requirement

See reqirement.txt file

Note

Unzip the file Data.zip to extract the csv.

Google Form

Fill the form for Questions, Queries and Suggestions

Authors

@Muhammad-Nouman-Ahmed
📫 How to reach me ahmi10917@gmail.com

Connect with me:

License

Released under Public by @Muhammad-Nouman-Ahmed.

About

This Antivirus is design to scan the PE Files (EXEs and DLLs) and show whether the file is malicious or benign. 5 models are used and best one is used automatically for detection.