Xingliang Yuan
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126
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2026
Rethinking the Security of DP-SGD: A Corrected Analysis of Differentially Private Machine Learning
This paper corrects the theoretical analysis of DP-SGD by identifying that common implementations, which use batch averaging, result in weaker privacy guarantees than previously reported.
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