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Membership Inference Attack

Papers

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Showing 51–100 of 186 papers

TitleStatusHype
Against Membership Inference Attack: Pruning is All You Need—0
Membership Inference Attack against Long-Context Large Language Models—0
Membership Inference Attack Against Masked Image Modeling—0
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning—0
Membership Inference Attack for Beluga Whales Discrimination—0
Membership Inference Attack in Face of Data Transformations—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
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models—0
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data—0
A Blessing of Dimensionality in Membership Inference through Regularization—0
Black-Box Training Data Identification in GANs via Detector Networks—0
Bounding Information Leakage in Machine Learning—0
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature—0
DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
Defending Model Inversion and Membership Inference Attacks via Prediction Purification—0
De-identification is not always enough—0
Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation—0
Differentially Private Data Generative Models—0
Do Backdoors Assist Membership Inference Attacks?—0
Does Black-box Attribute Inference Attacks on Graph Neural Networks Constitute Privacy Risk?—0
DP-GPL: Differentially Private Graph Prompt Learning—0
Effectiveness of L2 Regularization in Privacy-Preserving Machine Learning—0
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability—0
Efficient Membership Inference Attacks by Bayesian Neural Network—0
Epsilon*: Privacy Metric for Machine Learning Models—0
Membership Privacy Evaluation in Deep Spiking Neural Networks—0
Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation—0
τ: Gradient-based and Task-Agnostic machine Unlearning—0
On the Effectiveness of Regularization Against Membership Inference Attacks—0
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel—0
On the Privacy Risk of In-context Learning—0
Orthogonal Soft Pruning for Efficient Class Unlearning—0
Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers—0
Preserving Privacy in GANs Against Membership Inference Attack—0
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