Understanding disparate effects of membership inference attacks and their countermeasures

D Zhong, H Sun, J Xu, N Gong, WH Wang - … of the 2022 ACM on Asia …, 2022 - dl.acm.org
Machine learning algorithms, when applied to sensitive data, can pose severe threats to
privacy. A growing body of prior work has demonstrated that membership inference attack …

[PDF][PDF] Understanding Disparate Effects of Membership Inference Attacks and Their Countermeasures

D Zhong, H Sun, J Xu, N Gong, HW Wang - researchgate.net
Machine learning algorithms, when applied to sensitive data, can pose severe threats to
privacy. A growing body of prior work has demonstrated that membership inference attack …

[PDF][PDF] Understanding Disparate Effects of Membership Inference Attacks and their Countermeasures

D Zhong, H Sun, J Xu, N Gong, WH Wang - … of the 2022 ACM on Asia …, 2022 - par.nsf.gov
Machine learning algorithms, when applied to sensitive data, can pose severe threats to
privacy. A growing body of prior work has demonstrated that membership inference attack …