Learning to Look Benign: Targeted Evasion of Malware Detectors via API Import Injection

Juozas Dautartas, Olga Kurasova, Juozapas Rokas Čypas +1

Machine learning-based malware detectors are widely deployed in antivirus and endpoint detection systems, yet their reliance on static features makes them vulnerable to adversarial…