Abstract: Traditional machine learning-based malware detectors often rely on static features such as API calls, DLL imports, and PE header values. However, these systems remain vulnerable to ...
Reinforcement learning (RL) has demonstrated remarkable promise in sequential decision-making tasks; however, its explainability issues continue to hinder high-stakes domains that demand regulatory ...