A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures.

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A Survey of Privacy-Preserving Model Explanations - arXiv

Mar 31, 2024 · This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures.

[PDF] A Survey of Privacy-Preserving Model Explanations - arXiv

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Jun 26, 2024 · This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures. Our contribution to this ...

A Survey of Privacy-Preserving Model Explanations - AIModels.fyi

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Jun 26, 2024 · This paper provides a comprehensive survey of privacy-preserving model explanations, including the privacy risks, attacks, and countermeasures.

Privacy-preserving explainable AI: a survey - SciEngine

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Nov 7, 2024 · This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures. Our contribution to this ...

Awesome Privacy-Preserving XAI

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This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures. Our contribution to this field comprises ...

Privacy-preserving explainable AI: a survey | Science China Information ...

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Nov 7, 2024 · This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures. Our contribution to this ...

[PDF] On the Privacy Risks of Model Explanations

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We investigate the privacy risks of feature-based model explanations using membership inference attacks: quantifying how much model predictions plus their ...

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Awesome PrivEx: Privacy-Preserving Explainable AI (PPXAI) - GitHub

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2024-06-27: Our paper A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures has been revised into version 2 with new ...

Privacy-preserving explainable AI: a survey

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Nov 7, 2024 · This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures. Our contribution to this ...

(PDF) Privacy-preserving explainable AI: a survey - ResearchGate

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Nov 12, 2024 · This article presents the first thorough survey about privacy attacks on model explanations and their countermeasures. Our contribution to this ...