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Comparing Different Membership Inference Attacks with a Comprehensive Benchmark

Jun Niu,Xiaoyan Zhu, Moxuan Zeng, Ge Zhang, Qingyang Zhao, Chunhui Huang, Yangming Zhang, Suyu An, Yangzhong Wang, Xinghui Yue, Zhipeng He, Weihao Guo, Kuo Shen,Peng Liu,Lan Zhang,Jianfeng Ma,Yuqing Zhang

IEEE Transactions on Information Forensics and Security（2025）

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关键词
Membership inference attacks,Conflicting Comparison Results,Evaluation scenarios
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