Enhancing Cybersecurity with MEME: Reinforcement Learning for Adversarial Malware Evasion

Too Long; Didn’t Read

MEME, powered by model-based reinforcement learning, excels in generating adversarial malware that evades antivirus systems and trains precise surrogate models. Its success hints at broader applications in cybersecurity and threat defense, with future research focusing on optimizations like ensemble surrogates.