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Reza Shokri
Reza Shokri
6
papers
420
total citations
papers (6)
Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory
ICLR 2024
arXiv
166
citations
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent
NEURIPS 2021
arXiv
83
citations
Low-Cost High-Power Membership Inference Attacks
ICML 2024
arXiv
80
citations
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence)
NEURIPS 2022
arXiv
57
citations
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy
NEURIPS 2023
arXiv
18
citations
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks
NEURIPS 2023
arXiv
16
citations