Privacy

Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract) AAAI 2023 Towards Unbounded Machine Unlearning NeurIPS 2023 Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023 Training Data Extraction From Pre-trained Language Models: A Survey ACL 2023 Training Private Models That Know What They Don’t Know NeurIPS 2023 Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images NeurIPS 2023 TrojDiff: Trojan Attacks on Diffusion Models With Diverse Targets CVPR 2023 Truthful Mechanisms for Steiner Tree Problems AAAI 2023 Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023 Two Views of Constrained Differential Privacy: Belief Revision and Update AAAI 2023 UltraRE: Enhancing RecEraser for Recommendation Unlearning via Error Decomposition NeurIPS 2023 Unbounded Differentially Private Quantile and Maximum Estimation NeurIPS 2023 Understanding Deep Gradient Leakage via Inversion Influence Functions NeurIPS 2023 Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy NeurIPS 2023 Universality of Langevin Diffusion for Private Optimization, with Applications to Sampling from Rashomon Sets COLT 2023 Unlearnable Clusters: Towards Label-Agnostic Unlearnable Examples CVPR 2023 Unlearn What You Want to Forget: Efficient Unlearning for LLMs EMNLP 2023 Unleashing the Power of Randomization in Auditing Differentially Private ML NeurIPS 2023 UPTON: Preventing Authorship Leakage from Public Text Release via Data Poisoning EMNLP 2023 User-Level Differential Privacy With Few Examples Per User NeurIPS 2023 User-level Private Stochastic Convex Optimization with Optimal Rates ICML 2023 Using Text Injection to Improve Recognition of Personal Identifiers in Speech Interspeech 2023 Utility-Preserving Privacy-Enabled Speech Embeddings for Emotion Detection Interspeech 2023 VertexSerum: Poisoning Graph Neural Networks for Link Inference ICCV 2023 Vocoder drift in x-vector–based speaker anonymization Interspeech 2023