most citedAutomated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach

9 citations · 9 across the 1 of their papers we have counts for

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cs.CR2018

Differentially Private Data Generative Models

Qingrong Chen, Chong Xiang, Minhui Xue +4

Deep neural networks (DNNs) have recently been widely adopted in various applications, and such success is largely due to a combination of algorithmic breakthroughs, computation re…

cs.CR2017★ 9 cited

Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach

Sen Chen, Minhui Xue, Lingling Fan +4

The evolution of mobile malware poses a serious threat to smartphone security. Today, sophisticated attackers can adapt by maximally sabotaging machine-learning classifiers via pol…