Measurement system I built during my PhD to collect and analyse large-scale datasets; including phishing and malware attacks on Twitter, blacklist characterisation, and phishing detection capabilities of web browsers.

A python tool to detect malicios and phishing domains.

A Machine Learning-Based Phishing Website Detection System using Random Forest Classification. Built with Python, scikit-learn, and Streamlit. Achieves 97.01% accuracy on UCI Phishing Websites Dataset. MSc Ethical Hacking and Cybersecurity - Abertay University - Sheraz Khan 2506733

AI-powered phishing detection tool using Gemini 2.5 Flash and Tesseract.js OCR to identify social engineering threats in text and images.

An extension built with an approach that allows you to add flags/indicators to recognize and combat phishing.