membership inference

An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026 Copyright Infringement Detection in Text-to-Image Diffusion Models via Differential Privacy AAAI 2026 Detecting Non-Membership in LLM Training Data via Rank Correlations EACL 2026 Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework ACL 2026 Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure AAAI 2026 FiMMIA: scaling semantic perturbation-based membership inference across modalities EACL 2026 Latent Diffusion Inversion Requires Understanding the Latent Space CVPR 2026 Membership Inference Attack Against Large Language Model-Based Recommendation Systems: A New Distillation-Based Paradigm AAAI 2026 NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey EACL 2026 OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models WACV 2026 Personalized Federated Training of Diffusion Models with Privacy Guarantees CVPR 2026 Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack AAAI 2026 PrivSynth: Alternating and Control-Based Optimization for Privacy and Utility in Synthetic Data CVPR 2026 Rethinking Membership Inference Attacks for CLIP AAAI 2026 TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026 The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026 Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach AAAI 2026 Your Prompts Are Not Safe: Output-Free Membership Inference via Prompt Vectors in Vision-Language Tuning AAAI 2026 Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning. ICCV 2025 Adversarial Attacks on Data Attribution ICLR 2025 An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025 An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks IJCAI 2025 Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025 Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing Privacy ACL 2025 Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset ICLR 2025