Security & Privacy

DisGUIDE: Disagreement-Guided Data-Free Model Extraction AAAI 2023 Disparate Impact in Differential Privacy from Gradient Misalignment ICLR 2023 Diverse Community Data for Benchmarking Data Privacy Algorithms NeurIPS 2023 Does Label Differential Privacy Prevent Label Inference Attacks? AISTATS 2023 Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023 DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023 DP-BART for Privatized Text Rewriting under Local Differential Privacy ACL 2023 DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization NeurIPS 2023 Driving Context into Text-to-Text Privatization ACL 2023 Dropout Is NOT All You Need to Prevent Gradient Leakage AAAI 2023 Easy Differentially Private Linear Regression ICLR 2023 Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023 Empirical Study of Federated Unlearning: Efficiency and Effectiveness ACML 2023 Encrypted Databases Made Secure Yet Maintainable OSDI 2023 Enhancing Privacy Preservation in Federated Learning via Learning Rate Perturbation ICCV 2023 Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023 ERASER: AdvERsArial Sensitive Element Remover for Image Privacy Preservation AAAI 2023 ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ACL 2023 Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation NeurIPS 2023 Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion Interspeech 2023 Faster Rates of Convergence to Stationary Points in Differentially Private Optimization ICML 2023 Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023 FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning CVPR 2023 Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023 FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023