Adversarial Deep Ensemble: Evasion Attacks and Defenses for Malware Detection

Deqiang Li, Qianmu Li

Malware remains a big threat to cyber security, calling for machine learning based malware detection. While promising, such detectors are known to be vulnerable to evasion attacks.…