conftrace_

privacy-preserving machine learning

108 papers

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Also known as

PPML

Co-occurring keywords · papers mentioning both

differential privacy (43) federated learning (20) homomorphic encryption (11) large language model (10) model compression (7) data privacy (7) privacy preservation (6) neural network (6) logistic regression (5) distributed learning (5)

Papers

The Price of Privacy for Low-rank Factorization NeurIPS 2018 Differentially Private Policy Evaluation ICML 2016 Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle JMLR 2016 Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization ACML 2016 Sparse Parameter Recovery from Aggregated Data ICML 2016 Near-optimal Differentially Private Principal Components NeurIPS 2012 Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers NeurIPS 2010 Privacy-preserving logistic regression NeurIPS 2008