Lina Wang
1 indexed paper
Recent (6 mo)
1With code
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126
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ML×1Crypto×1
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2026
DPDL: Towards Differential Privacy Preservation in Decentralized Stochastic Learning on Non-IID Data
The paper proposes DPDL, a novel differential privacy algorithm for decentralized stochastic learning on non-IID data, which uses similarity-based calibration of perturbed cross-gradients to achieve privacy preservation and maintain training efficiency.
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