How to Train your Antivirus: RL-based Hardening through the Problem-Space

Ilias Tsingenopoulos, Jacopo Cortellazzi, Branislav Bošanský +5

ML-based malware detection on dynamic analysis reports is vulnerable to both evasion and spurious correlations. In this work, we investigate a specific ML architecture employed in…