conftrace_

model inversion attack

33 papers

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Also known as

MI ATTACK MIA

Co-occurring keywords

generative adversarial network (1944) privacy attack (119) privacy preservation (380) privacy-preserving machine learning (100) adversarial defense (325) deep neural network (1803) generative model (2892) federated learning (1333) privacy leakage (105) model inversion (31)

Papers

Knowledge-Enriched Distributional Model Inversion Attacks ICCV 2021

Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021

GraphMI: Extracting Private Graph Data from Graph Neural Networks IJCAI 2021

Improving Robustness to Model Inversion Attacks via Mutual Information Regularization AAAI 2021

Amnesiac Machine Learning AAAI 2021

Adversarial Learning of Privacy-Preserving and Task-Oriented Representations AAAI 2020

The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks CVPR 2020

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification CVPR 2019