membership inference attack

OSLO: One-Shot Label-Only Membership Inference Attacks NeurIPS 2024 ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024 RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models NeurIPS 2024 Scalable Federated Unlearning via Isolated and Coded Sharding IJCAI 2024 Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought IJCAI 2024 TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models NeurIPS 2024 Towards More Realistic Membership Inference Attacks on Large Diffusion Models WACV 2024 When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks IJCAI 2024 Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023 Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks EMNLP 2023 Bayesian Estimation of Differential Privacy ICML 2023 Bounding training data reconstruction in DP-SGD NeurIPS 2023 Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks ICML 2023 Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023 Effective passive membership inference attacks in federated learning against overparameterized models ICLR 2023 Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models NeurIPS 2023 Membership Inference Attacks against Language Models via Neighbourhood Comparison ACL 2023 Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023 On the Privacy Risks of Algorithmic Recourse AISTATS 2023 Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study ICCV 2023 Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes AAAI 2023 Purifier: Defending Data Inference Attacks via Transforming Confidence Scores AAAI 2023 Scalable Membership Inference Attacks via Quantile Regression NeurIPS 2023 Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023 Towards Unbounded Machine Unlearning NeurIPS 2023