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conftrace_

differentially private federated learning

3 papers

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Also known as

DPFL

Co-occurring keywords · papers mentioning both

weight perturbation robustness (1) utility improvement (1) heterogeneous privacy requirements (1) constant-overhead linear secret resharing (1) dynamic participation (1) noise level estimation (1) client-level privacy (1) malicious client (1) matrix mechanism (1) robust aggregation (1)

Papers

DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing ICML 2025 Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning ICML 2024 Make Landscape Flatter in Differentially Private Federated Learning CVPR 2023