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Jinyin Chen

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GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models

Feb 05, 2024
Haibo Jin, Ruoxi Chen, Andy Zhou, Jinyin Chen, Yang Zhang, Haohan Wang

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CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space

Jul 18, 2023
Haibin Zheng, Jinyin Chen, Haibo Jin

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AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking

Mar 25, 2023
Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng

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Edge Deep Learning Model Protection via Neuron Authorization

Mar 23, 2023
Jinyin Chen, Haibin Zheng, Tao Liu, Rongchang Li, Yao Cheng, Xuhong Zhang, Shouling Ji

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FedRight: An Effective Model Copyright Protection for Federated Learning

Mar 18, 2023
Jinyin Chen, Mingjun Li, Mingjun Li, Haibin Zheng

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Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs

Oct 25, 2022
Haibin Zheng, Haiyang Xiong, Jinyin Chen, Haonan Ma, Guohan Huang

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Link-Backdoor: Backdoor Attack on Link Prediction via Node Injection

Aug 14, 2022
Haibin Zheng, Haiyang Xiong, Haonan Ma, Guohan Huang, Jinyin Chen

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Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection

Jun 17, 2022
Jinyin Chen, Chengyu Jia, Haibin Zheng, Ruoxi Chen, Chenbo Fu

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Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency

Jun 11, 2022
Jinyin Chen, Mingjun Li, Tao Liu, Haibin Zheng, Yao Cheng, Changting Lin

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Improving robustness of language models from a geometry-aware perspective

Apr 28, 2022
Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan

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