Galal Eldin Abbas Eltayeb

Drift-Aware Continual Generative Behavioral Detection for Zero-Day Cyberattacks: Reproducible Temporal Evaluation and SIEM-Ready Alerting

This paper discusses the world of zero-day cyberattacks, which exploit unknown vulnerabilities that often slip past traditional defenses that rely on signatures. This situation has led to a push for behavioral detection methods that can adapt to new attack patterns. However, many...