SOTAVerified

Membership Inference Attack

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 186 papers

TitleStatusHype
On the Impact of Uncertainty and Calibration on Likelihood-Ratio Membership Inference Attacks—0
Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning—0
Unlearning Clients, Features and Samples in Vertical Federated Learning—0
Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models—0
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities—0
User-Level Membership Inference Attack against Metric Embedding Learning—0
WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles—0
Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning—0
White-box Membership Attack Against Machine Learning Based Retinopathy Classification—0
Why Does Differential Privacy with Large Epsilon Defend Against Practical Membership Inference Attacks?—0
Pathway to Secure and Trustworthy ZSM for LLMs: Attacks, Defense, and Opportunities—0
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning—0
A Comprehensive Study of Privacy Risks in Curriculum Learning—0
AdaMixup: A Dynamic Defense Framework for Membership Inference Attack Mitigation—0
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures—0
A hierarchical approach for assessing the vulnerability of tree-based classification models to membership inference attack—0
An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms—0
An Efficient Subpopulation-based Membership Inference Attack—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks—0
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks—0
A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information—0
A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis—0
A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models—0
AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation—0
Show:102550
← PrevPage 5 of 8Next →

No leaderboard results yet.