Private Language Models via Truncated Laplacian Mechanism

Tianhao Huang, Tao Yang, Ivan Habernal +2

Deep learning models for NLP tasks are prone to variants of privacy attacks. To prevent privacy leakage, researchers have investigated word-level perturbations, relying on the form…