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Author

Chi Harold Liu

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Jul 2026

Adaptive Differential Privacy Noise Injection for Decentralized Federated Learning of Visual Recognition Tasks

The two key modules of DecentDP are a parameter selector that designates a subset of parameters for local-only updates, allowing them to be updated without DP noise, and a noise injector that adaptively adds less DP noise to exchangeable parameters that are more sensitive to DP noise.

Junyan Ouyang, Siqi Du, Rui Han et al. · 0 citations

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