Privacy

Detecting Backdoors in Pre-Trained Encoders CVPR 2023 Detecting Personal Information in Training Corpora: an Analysis ACL 2023 Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts ACL 2023 DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning NeurIPS 2023 DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning ICML 2023 Differentially Private Adapters for Parameter Efficient Acoustic Modeling Interspeech 2023 Differentially Private Adaptive Optimization with Delayed Preconditioners ICLR 2023 Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap COLT 2023 Differentially Private and Lazy Online Convex Optimization COLT 2023 Differentially Private Approximate Near Neighbor Counting in High Dimensions NeurIPS 2023 Differentially Private Condorcet Voting AAAI 2023 Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NeurIPS 2023 Differentially Private Distributed Bayesian Linear Regression with MCMC ICML 2023 Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023 Differentially Private Fair Division AAAI 2023 Differentially Private Heatmaps AAAI 2023 Differentially Private Hierarchical Clustering with Provable Approximation Guarantees ICML 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Differentially Private Image Classification by Learning Priors from Random Processes NeurIPS 2023 Differentially Private Learning with Per-Sample Adaptive Clipping AAAI 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Differentially Private Nonlinear Causal Discovery from Numerical Data AAAI 2023 Differentially Private Optimization on Large Model at Small Cost ICML 2023 Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023 Differentially Private Sharpness-Aware Training ICML 2023