AMDS: Attack-Aware Multi-Stage Defence System
Developed the Attack-Aware Multi-Stage Defence System (AMDS), an adversarial machine learning framework for detecting and mitigating insider threats in enterprise networks. The system employs a multi-stage detection pipeline combining anomaly detection, behavioural analysis, and adaptive response mechanisms. Research submitted to IEEE Transactions on Information Forensics & Security and published as a preprint on arXiv.