Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples

Matous Kozak, Luca Demetrio, Dmitrijs Trizna +1

Adversarial EXEmples are carefully-perturbed programs tailored to evade machine learning Windows malware detectors, with an ongoing effort to develop robust models able to address…