conftrace_

membership inference attack

93 papers

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Also known as

MIA

Co-occurring keywords

membership inference (114) privacy attack (119) large language model (13587) differential privacy (1016) privacy risk (42) privacy leakage (105) privacy preservation (380) language model (4599) adversarial attack (1621) federated learning (1333)

Papers

CoLA: A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training ACL 2026

OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making AAAI 2026

Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026

Powerful Training-Free Membership Inference Against Fine-Tuned Autoregressive Language Models ACL 2026

CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models ACL 2026

Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems AAAI 2026

Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models EACL 2026

Retaliatory Attacks Against Federated Unlearning via Data Leakage AAAI 2026

MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems 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

Robust Membership Inference for Large Language Models under Adversarial Generative Corruption ACL 2026

Black-Box Membership Inference Attacks for Video Training Data in Multimodal Large Language Models ACL 2026

An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses AAAI 2026

Detecting Training Data of Large Language Models via Expectation Maximization EACL 2026

Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis EACL 2026

DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data AAAI 2026

Privacy Auditing of Multi-Domain Graph Pre-Trained Model Under Membership Inference Attacks AAAI 2026

Optimization and Robustness-Informed Membership Inference Attacks for LLMs AAAI 2026

Sampling-based Pseudo-Likelihood for Membership Inference Attacks ACL 2025

Public Data Assisted Differentially Private In-Context Learning EMNLP 2025

Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training ACL 2025

Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-Based Human Activity Recognition WACV 2025

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint EMNLP 2025

Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? AAAI 2025