Mohammed Yaseen

Bridging the Simulation-to-Emulation Gap in Autonomous Cyber Defence: A Hybrid PPO and LLM-Based Framework

Autonomous cyber defense has become an important research area as modern networks increase in complexity, size, and vulnerability to rapid multi-stage attacks. Although reinforcement learning shows potential for making defensive decisions, many current studies focus only on simulations. This leaves questions about how...