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Membership Inference Attack

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Showing 76–100 of 186 papers

TitleStatusHype
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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