41 citations · 48 across the 2 of their papers we have counts for
3 papers
cs.CR2020
Hermes Attack: Steal DNN Models with Lossless Inference Accuracy
Yuankun Zhu, Yueqiang Cheng, Husheng Zhou +1
Deep Neural Networks (DNNs) models become one of the most valuable enterprise assets due to their critical roles in all aspects of applications. With the trend of privatization dep…
cs.SE2019★ 7 cited
Characterizing and Detecting CUDA Program Bugs
Mingyuan Wu, Husheng Zhou, Lingming Zhang +2
While CUDA has become a major parallel computing platform and programming model for general-purpose GPU computing, CUDA-induced bug patterns have not yet been well explored. In thi…
cs.CV2018★ 41 cited
DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems
Husheng Zhou, Wei Li, Yuankun Zhu +4
Deep Neural Networks (DNNs) have been widely applied in many autonomous systems such as autonomous driving. Recently, DNN testing has been intensively studied to automatically gene…