157 citations · 179 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 157 cited
PalmTree: Learning an Assembly Language Model for Instruction Embedding
Xuezixiang Li, Qu Yu, Heng Yin
Deep learning has demonstrated its strengths in numerous binary analysis tasks, including function boundary detection, binary code search, function prototype inference, value set a…
cs.CR2020★ 22 cited
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…