membership inference attack

An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses AAAI 2026 A Unified Perspective on Adversarial Membership Manipulation in Vision Models CVPR 2026 Black-Box Membership Inference Attacks for Video Training Data in Multimodal Large Language Models ACL 2026 Black-box Membership Inference Attacks on the Pre-training Data of Image-generation Models CVPR 2026 CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models ACL 2026 CoLA: A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training ACL 2026 Detecting Training Data of Large Language Models via Expectation Maximization EACL 2026 DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data AAAI 2026 Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks EACL 2026 Fast-MIA: Efficient and Scalable Membership Inference for LLMs ACL 2026 Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models EACL 2026 Imprecise Probabilities for Privacy–Accuracy Trade-offs in Bayesian Networks UAI 2026 Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026 MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems AAAI 2026 Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis EACL 2026 OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making AAAI 2026 Optimization and Robustness-Informed Membership Inference Attacks for LLMs AAAI 2026 Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models ACL 2026 Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks AAAI 2026 Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems AAAI 2026 Retaliatory Attacks Against Federated Unlearning via Data Leakage AAAI 2026 Robust Membership Inference for Large Language Models under Adversarial Generative Corruption ACL 2026 A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ACL 2025 Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? AAAI 2025 Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-Based Human Activity Recognition WACV 2025