conftrace_

privacy parameter

9 papers

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Co-occurring keywords · papers mentioning both

differential privacy (6) laplace mechanism (2) local differential privacy (2) gaussian mechanism (2) symmetric noise (1) distribution estimation (1) user-level privacy (1) membership inference attack (1) training data reconstruction (1) utility loss (1)

Papers

A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025 On the Impact of Noise in Differentially Private Text Rewriting NAACL 2025 Private Lossless Multiple Release ICML 2025 Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity COLT 2025 Bounding training data reconstruction in DP-SGD NeurIPS 2023 Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023 The Test of Tests: A Framework for Differentially Private Hypothesis Testing ICML 2023 Differential privacy for symmetric log-concave mechanisms AISTATS 2022