PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks

Deqiang Li, Shicheng Cui, Yun Li +3

Machine Learning (ML) techniques can facilitate the automation of malicious software (malware for short) detection, but suffer from evasion attacks. Many studies counter such attac…