Publications

Zizhuang Deng, Guozhu Meng, Kai Chen, Tong Liu, Lu Xiang, and Chunyang Chen (2023). Differential Testing of Cross Deep Learning Framework APIs: Revealing Inconsistencies and Vulnerabilities. In USENIX Security 23.

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Zizhuang Deng, Kai Chen, Guozhu Meng, Xiaodong Zhang, Ke Xu, and Yao Cheng (2022). Understanding real-world threats to deep learning models in Android apps. In ACM CCS 2022.

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Peiyuan Zong, Tao Lv, Dawei Wang, Zizhuang Deng, Ruigang Liang, and Kai Chen (2020). FuzzGuard: Filtering out unreachable inputs in directed grey-box fuzzing through deep learning. In USENIX security 20.

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