Privacy

Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023 Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL 2023 Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting ACL 2023 CUDA: Convolution-Based Unlearnable Datasets CVPR 2023 DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023 Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training NeurIPS 2023 Defending Against Patch-Based Backdoor Attacks on Self-Supervised Learning CVPR 2023 DisGUIDE: Disagreement-Guided Data-Free Model Extraction AAAI 2023 Diverse Community Data for Benchmarking Data Privacy Algorithms NeurIPS 2023 Dropout Is NOT All You Need to Prevent Gradient Leakage 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 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 Fake the Real: Backdoor Attack on Deep Speech Classification via Voice Conversion Interspeech 2023 Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions COLT 2023 FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models ICML 2023 FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023 GAN-Based Domain Inference Attack AAAI 2023 Gold Doesn’t Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information EACL 2023 HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption ICML 2023 Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks NeurIPS 2023 Incentive-Boosted Federated Crowdsourcing AAAI 2023 Individual Privacy Accounting with Gaussian Differential Privacy ICLR 2023