Effects of differential privacy and data skewness on membership inference vulnerability

S Truex, L Liu, ME Gursoy, W Wei… - 2019 First IEEE …, 2019 - ieeexplore.ieee.org
Membership inference attacks seek to infer the membership of individual training instances
of a privately trained model. This paper presents a membership privacy analysis and …
被引用次数：54 相关文章

Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

S Truex, L Liu, ME Gursoy, W Wei, L Yu - arXiv preprint arXiv:1911.09777, 2019 - arxiv.org
Membership inference attacks seek to infer the membership of individual training instances
of a privately trained model. This paper presents a membership privacy analysis and …

Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

S Truex, L Liu, ME Gursoy, W Wei, L Yu - 2019 First IEEE International …, 2019 - computer.org
Membership inference attacks seek to infer the membership of individual training instances
of a privately trained model. This paper presents a membership privacy analysis and …

Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

S Truex, L Liu, M Emre Gursoy, W Wei, L Yu - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
Membership inference attacks seek to infer the membership of individual training instances
of a privately trained model. This paper presents a membership privacy analysis and …
[PDF] semanticscholar.org

[PDF][PDF] Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

S Truex - pdfs.semanticscholar.org
This work was performed during 2018 Fall and 2019 Spring semester under the GRA
support from NSF SaTC and GIT IISP. The final camera-ready was prepared in fall semester …