conftrace_

truncated laplacian mechanism

2 papers

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Co-occurring keywords · papers mentioning both

approximate differential privacy (1) linear programming duality (1) noise amplitude (1) private embedding (1) privacy-preserving nlp (1) variance analysis (1) word embedding (1) gaussian mechanism (1) privacy-utility trade-off (1) differential privacy (1)

Papers

Private Language Models via Truncated Laplacian Mechanism EMNLP 2024 Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy AISTATS 2020