Malware Makeover: Breaking ML-based Static Analysis by Modifying Executable Bytes

Keane Lucas, Mahmood Sharif, Lujo Bauer +2

Motivated by the transformative impact of deep neural networks (DNNs) in various domains, researchers and anti-virus vendors have proposed DNNs for malware detection from raw bytes…