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20202025
most citedFLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning

17 citations · 58 across the 17 of their papers we have counts for

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2 papers · 1 filter

cs.LG2025★ 4 cited

CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling

Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen +5

Federated learning collaboratively trains a neural network on a global server, where each local client receives the current global model weights and sends back parameter updates (g…

cs.LG2020★ 2 cited

D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack

Qiuling Xu, Guanhong Tao, Xiangyu Zhang

We propose a novel technique that can generate natural-looking adversarial examples by bounding the variations induced for internal activation values in some deep layer(s), through…