Pingyi Fan
1 indexed paper
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126
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Crypto×1Distributed×1
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2026
PCDM: A Diffusion-Based Data Poisoning Attack Against Federated Learning Systems
The paper proposes PCDM, a diffusion-based framework that enables highly stealthy and effective data poisoning attacks against Federated Learning systems, significantly degrading global performance while evading detection.
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Papers
cs.CRcs.DCRecentMay 15, 2026
PCDM: A Diffusion-Based Data Poisoning Attack Against Federated Learning Systems
Wei Sun, Yijun Chen, Bo Gao, Ke Xiong +3 more
The paper proposes PCDM, a diffusion-based framework that enables highly stealthy and effective data poisoning attacks against Federated Learning systems, significantly degrading global performance wh…
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