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privacy attack

118 papers

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Co-occurring keywords

membership inference (113) membership inference attack (87) federated learning (1320) large language model (12755) gradient inversion (21) adversarial attack (1599) language model (4573) gradient inversion attack (29) model inversion (31) data privacy (106)

Papers

LAMP: Extracting Text from Gradients with Language Model Priors NIPS 2022
Canary Extraction in Natural Language Understanding Models ACL 2022
Modeling Deep Learning Based Privacy Attacks on Physical Mail AAAI 2021
GraphMI: Extracting Private Graph Data from Graph Neural Networks IJCAI 2021
Label-Only Membership Inference Attacks ICML 2021
On the Difficulty of Membership Inference Attacks CVPR 2021
Label Inference Attacks from Log-loss Scores ICML 2021
Knowledge-Enriched Distributional Model Inversion Attacks ICCV 2021
See Through Gradients: Image Batch Recovery via GradInversion CVPR 2021
Exploiting Explanations for Model Inversion Attacks ICCV 2021
Gradient Inversion with Generative Image Prior NIPS 2021
How Does Data Augmentation Affect Privacy in Machine Learning? AAAI 2021
Inverting Gradients - How easy is it to break privacy in federated learning? NIPS 2020
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics AAAI 2020
Alleviating Privacy Attacks via Causal Learning ICML 2020
Revealing Scenes by Inverting Structure From Motion Reconstructions CVPR 2019
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference ICML 2019
Deep Leakage from Gradients NIPS 2019