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Membership Inference Attack

Papers

Showing 5175 of 186 papers

TitleStatusHype
DocMIA: Document-Level Membership Inference Attacks against DocVQA ModelsCode0
Privacy Attacks on Image AutoRegressive ModelsCode0
Tool Unlearning for Tool-Augmented LLMs0
Redefining Machine Unlearning: A Conformal Prediction-Motivated Approach0
Differentially Private Steering for Large Language Model AlignmentCode0
Unlearning Clients, Features and Samples in Vertical Federated Learning0
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack0
AdaMixup: A Dynamic Defense Framework for Membership Inference Attack Mitigation0
A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models0
Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning0
Membership Inference Attack against Long-Context Large Language Models0
On the Privacy Risk of In-context Learning0
TDDBench: A Benchmark for Training data detection0
Differentially Private Integrated Decision Gradients (IDG-DP) for Radar-based Human Activity RecognitionCode0
WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities0
Identity-Focused Inference and Extraction Attacks on Diffusion Models0
Privacy Vulnerabilities in Marginals-based Synthetic Data0
Membership Privacy Evaluation in Deep Spiking Neural Networks0
Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning0
Membership Inference Attacks Against In-Context Learning0
Membership Inference Attack Against Masked Image Modeling0
Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities0
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning0
SeqMIA: Sequential-Metric Based Membership Inference AttackCode0
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