WIDRS (Wireless Intrusion Detection and Response System) is a compact, Raspberry Pi-based solution that detects and alerts on common wireless attacks like deauthentication floods, rogue access points, and Evil Twin APs. Built using Kismet and Kali Linux, it offers real-time monitoring and a graphical dashboard for easy analysis.

A lightweight Python tool for identifying fake social media accounts using rule-based analysis of behavioural data. Developed for a digital forensics module to demonstrate practical detection techniques without machine learning

LogSentinel, SOC (Security Operations Center) ortamlarında kullanılan tespit ve izleme mantığını kavramayı amaçlayan, CLI tabanlı ve Dockerize edilmiş bir log analiz aracıdır. Sistem ve servis loglarını analiz eder, kural tabanlı tespit yapar ve gerçek zamanlı uyarılar üretir.