Privacy

LR-XFL: Logical Reasoning-Based Explainable Federated Learning AAAI 2024 Machine Unlearning for Image-to-Image Generative Models ICLR 2024 MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection CVPR 2024 Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy NeurIPS 2024 Once and for All: Universal Transferable Adversarial Perturbation against Deep Hashing-Based Facial Image Retrieval AAAI 2024 One-shot Empirical Privacy Estimation for Federated Learning ICLR 2024 One-Shot Machine Unlearning with Mnemonic Code ACML 2024 On the Growth of Mistakes in Differentially Private Online Learning: A Lower Bound Perspective COLT 2024 OSLO: One-Shot Label-Only Membership Inference Attacks NeurIPS 2024 PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining NeurIPS 2024 Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning NeurIPS 2024 Permutation Equivariance of Transformers and Its Applications CVPR 2024 PostMark: A Robust Blackbox Watermark for Large Language Models EMNLP 2024 Pre-training Differentially Private Models with Limited Public Data NeurIPS 2024 Privacy-Aware Randomized Quantization via Linear Programming UAI 2024 Privacy-Enhancing Person Re-Identification Framework - A Dual-Stage Approach WACV 2024 Privacy Evaluation Benchmarks for NLP Models EMNLP 2024 PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NeurIPS 2024 Privacy-Preserving Decentralized Actor-Critic for Cooperative Multi-Agent Reinforcement Learning AISTATS 2024 Privacy-Preserving Face Recognition Using Trainable Feature Subtraction CVPR 2024 Privacy-Preserving Optics for Enhancing Protection in Face De-Identification CVPR 2024 Privately Aligning Language Models with Reinforcement Learning ICLR 2024 Private prediction for large-scale synthetic text generation EMNLP 2024 Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024 Protecting Privacy in Classifiers by Token Manipulation ACL 2024