research
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06/22/2023
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum
Federated Learning (FL) allows multiple participating clients to train m...
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10/22/2021
PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy
Federated Learning (FL) allows multiple participating clients to train m...
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11/28/2019
PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility
Data collection under local differential privacy (LDP) has been mostly s...
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11/04/2019