8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.CR2021★ 8 cited
MALIGN: Explainable Static Raw-byte Based Malware Family Classification using Sequence Alignment
Shoumik Saha, Sadia Afroz, Atif Rahman
For a long time, malware classification and analysis have been an arms-race between antivirus systems and malware authors. Though static analysis is vulnerable to evasion technique…
cs.CR2020
MAB-Malware: A Reinforcement Learning Framework for Attacking Static Malware Classifiers
Wei Song, Xuezixiang Li, Sadia Afroz +3
Modern commercial antivirus systems increasingly rely on machine learning to keep up with the rampant inflation of new malware. However, it is well-known that machine learning mode…