conftrace_

membership inference

114 papers

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Also known as

MI

Co-occurring keywords

privacy attack (119) membership inference attack (93) large language model (13587) privacy leakage (105) differential privacy (1016) language model (4599) machine unlearning (290) privacy risk (42) training datum (124) adversarial attack (1621)

Papers

OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models WACV 2026
FiMMIA: scaling semantic perturbation-based membership inference across modalities EACL 2026
Rethinking Membership Inference Attacks for CLIP AAAI 2026
Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework ACL 2026
Your Prompts Are Not Safe: Output-Free Membership Inference via Prompt Vectors in Vision-Language Tuning AAAI 2026
NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey EACL 2026
The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026
TabGeoFlow: A Geometric Flow Matching Model for Tabular Data Synthesis AAAI 2026
Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack AAAI 2026
Copyright Infringement Detection in Text-to-Image Diffusion Models via Differential Privacy AAAI 2026
Membership Inference Attack Against Large Language Model-Based Recommendation Systems: A New Distillation-Based Paradigm AAAI 2026
Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach AAAI 2026
An Information Theoretic Evaluation Metric for Strong Unlearning AAAI 2026
Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure AAAI 2026
Detecting Non-Membership in LLM Training Data via Rank Correlations EACL 2026
Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning. ICCV 2025
Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025
Membership Inference Attacks with False Discovery Rate Control ICCV 2025
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks IJCAI 2025
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025
Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025
Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning ICCV 2025
An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025
Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models AAAI 2025
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding COLING 2025