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David Evans

Manipulating Transfer Learning for Property Inference

Mar 21, 2023
Yulong Tian, Fnu Suya, Anshuman Suri, Fengyuan Xu, David Evans

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* Accepted to CVPR 2023

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Dissecting Distribution Inference

Dec 15, 2022
Anshuman Suri, Yifu Lu, Yanjin Chen, David Evans

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* Accepted at SaTML 2023

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Are Attribute Inference Attacks Just Imputation?

Sep 02, 2022
Bargav Jayaraman, David Evans

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* 13 (main body) + 4 (references and appendix) pages. To appear in CCS'22

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Formalizing and Estimating Distribution Inference Risks

Sep 24, 2021
Anshuman Suri, David Evans

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* Shorter version of work available at arXiv:2106.03699 Update: Labelling error for Census[Race], where graphs were mirror-images because of 1-ratio being used instead of the ratio. Comparison with SOTA also updated; conclusions remain unchanged

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Incorporating Label Uncertainty in Understanding Adversarial Robustness

Jul 07, 2021
Xiao Zhang, David Evans

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* 20 pages, 6 figures, 1 table

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Formalizing Distribution Inference Risks

Jun 07, 2021
Anshuman Suri, David Evans

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* 6 pages, 2 figures

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