REPLICANT: Learning Policies for Evading and Hardening Malware Detectors

Shae McFadden, Ilias Tsingenopoulos, Mario D'Onghia +5

To determine the real-world effectiveness of machine learning based malware detection, it is vital to evaluate its robustness against highly capable adversaries. However, state-of-…