Poster "local differential privacy" Papers

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Better Locally Private Sparse Estimation Given Multiple Samples Per User

Yuheng Ma, Ke Jia, Hanfang Yang

ICML 2024arXiv:2408.04313

Optimal Differentially Private Model Training with Public Data

Andrew Lowy, Zeman Li, Tianjian Huang et al.

ICML 2024arXiv:2306.15056

Split-and-Denoise: Protect large language model inference with local differential privacy

Peihua Mai, Ran Yan, Zhe Huang et al.

ICML 2024arXiv:2310.09130

The Privacy Power of Correlated Noise in Decentralized Learning

Youssef Allouah, Anastasiia Koloskova, Aymane Firdoussi et al.

ICML 2024arXiv:2405.01031

Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy

Yi Liu, Qirui Hu, Linglong Kong