Publications

Mingyi Zhou, Xiang Gao, Pei Liu, John Grundy, Xiao Chen, Chunyang Chen, Li Li (2024). Model-less Is The Best Model: Generating Pure Code Implementations to Replace On-device DL Models (Just accepted). In ISSTA'24 (Just Accepted).

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Mingyi Zhou, Xiang Gao, Jing Wu, Kui Liu, Hailong Sun, Li Li (2024). Investigating White-Box Attacks for On-Device Models. In ICSE'24.

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Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi (2024). Concealing Sensitive Samples against Gradient Leakage in Federated Learning. In AAAI'24.

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Mingyi Zhou, Xiang Gao, Jing Wu, John Grundy, Xiao Chen, Chunyang Chen, Li Li (2023). ModelObfuscator: Obfuscating Model Information to Protect Deployed ML-Based Systems. In ISSTA'23.

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Mingyi Zhou, Jing Wu, Yipeng Liu, Shuaicheng Liu, Ce Zhu (2020). DaST: Data-free Substitute Training for Adversarial Attacks. In CVPR'20 (Oral).

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