157 citations · 223 across the 7 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CV2020★ 8 cited
Boosting Adversarial Attacks on Neural Networks with Better Optimizer
Heng Yin, Hengwei Zhang, Jindong Wang +1
Convolutional neural networks have outperformed humans in image recognition tasks, but they remain vulnerable to attacks from adversarial examples. Since these data are crafted by…
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…