"privacy accounting" Papers

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Paper Type

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Mitigating the Privacy–Utility Trade-off in Decentralized Federated Learning via f-Differential Privacy

Xiang Li, Chendi Wang, Buxin Su et al.

NeurIPS 2025spotlight
1
citations

Improved Communication-Privacy Trade-offs in $L_2$ Mean Estimation under Streaming Differential Privacy

Wei-Ning Chen, Berivan Isik, Peter Kairouz et al.

ICML 2024poster

Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization

Badih Ghazi, Pritish Kamath, Ravi Kumar et al.

ICML 2024poster

Provable Privacy with Non-Private Pre-Processing

Yaxi Hu, Amartya Sanyal, Bernhard Schölkopf

ICML 2024poster

Shifted Interpolation for Differential Privacy

Jinho Bok, Weijie Su, Jason Altschuler

ICML 2024poster