2 papers
cs.CR2025
Adversarial Augmentation and Active Sampling for Robust Cyber Anomaly Detection
Sidahmed Benabderrahmane, Talal Rahwan
Advanced Persistent Threats (APTs) present a considerable challenge to cybersecurity due to their stealthy, long-duration nature. Traditional supervised learning methods typically…
cs.CR2024
Hack Me If You Can: Aggregating AutoEncoders for Countering Persistent Access Threats Within Highly Imbalanced Data
Sidahmed Benabderrahmane, Ngoc Hoang, Petko Valtchev +2
Advanced Persistent Threats (APTs) are sophisticated, targeted cyberattacks designed to gain unauthorized access to systems and remain undetected for extended periods. To evade det…