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Privacy for Free: How does Dataset Condensation Help Privacy?


Jun 01, 2022
Tian Dong, Bo Zhao, Lingjuan Lyu

* Accepted by ICML 2022 as Oral 

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An Interpretable Federated Learning-based Network Intrusion Detection Framework


Jan 10, 2022
Tian Dong, Song Li, Han Qiu, Jialiang Lu

* 12 pages, draft 

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Exposing Weaknesses of Malware Detectors with Explainability-Guided Evasion Attacks


Nov 19, 2021
Wei Wang, Ruoxi Sun, Tian Dong, Shaofeng Li, Minhui Xue, Gareth Tyson, Haojin Zhu


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Fingerprinting Multi-exit Deep Neural Network Models via Inference Time


Oct 07, 2021
Tian Dong, Han Qiu, Tianwei Zhang, Jiwei Li, Hewu Li, Jialiang Lu


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Hidden Backdoors in Human-Centric Language Models


May 01, 2021
Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu


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Towards Generation and Evaluation of Comprehensive Mapping Robot Datasets


May 23, 2019
Hongyu Chen, Xiting Zhao, Jianwen Luo, Zhijie Yang, Zehao Zhao, Haochuan Wan, Xiaoya Ye, Guangyuan Weng, Zhenpeng He, Tian Dong, Sören Schwertfeger


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