differential privacy

Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023 Differential Privacy in Cooperative Multiagent Planning UAI 2023 Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models ICML 2023 Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023 Disentangling the Linguistic Competence of Privacy-Preserving BERT EMNLP 2023 Disparate Impact in Differential Privacy from Gradient Misalignment ICLR 2023 Distributed Differential Privacy in Multi-Armed Bandits ICLR 2023 Diverse Community Data for Benchmarking Data Privacy Algorithms NeurIPS 2023 Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023 DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023 DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference ICML 2023 DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization NeurIPS 2023 DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning IJCAI 2023 DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning NeurIPS 2023 Driving Context into Text-to-Text Privatization ACL 2023 Dropout Is NOT All You Need to Prevent Gradient Leakage AAAI 2023 Dynamic Personalized Federated Learning with Adaptive Differential Privacy NeurIPS 2023 Easy Differentially Private Linear Regression ICLR 2023 Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023 Effectively Using Public Data in Privacy Preserving Machine Learning ICML 2023 Efficient Privacy-Preserving Stochastic Nonconvex Optimization UAI 2023 Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023 Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023 Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation NeurIPS 2023 Exploring the Benefits of Visual Prompting in Differential Privacy ICCV 2023