Md Rayhanur Rahman

Agentic AI for Cyber Defense: A Survey of Failure Modes, Applications, and Research Opportunities

Modern agentic systems that plan, reason, invoke tools, and self-reflect offer a promising path to autonomous cyber defense and SOC analyst augmentation. Yet this same autonomy introduces novel failure modes and attack surfaces absent from traditional security pipelines. Despite...