34 citations · 60 across the 5 of their papers we have counts for
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2 papers · 1 filter
cs.CR2018★ 15 cited
Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection
Xiao Chen, Chaoran Li, Derui Wang +5
Machine learning based solutions have been successfully employed for automatic detection of malware on Android. However, machine learning models lack robustness to adversarial exam…
cs.LG2018★ 6 cited
Defending against Adversarial Attack towards Deep Neural Networks via Collaborative Multi-task Training
Derek Wang, Chaoran Li, Sheng Wen +2
Deep neural networks (DNNs) are known to be vulnerable to adversarial examples which contain human-imperceptible perturbations. A series of defending methods, either proactive defe…