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05/31/2023
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning
In Federated Learning (FL) and many other distributed training framework...
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05/21/2023
Confidence-aware Personalized Federated Learning via Variational Expectation Maximization
Federated Learning (FL) is a distributed learning scheme to train a shar...
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12/01/2021
Differentially Private SGD with Sparse Gradients
To protect sensitive training data, differentially private stochastic gr...
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10/15/2020
R-GAP: Recursive Gradient Attack on Privacy
Federated learning frameworks have been regarded as a promising approach...
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06/04/2019