63 citations · 76 across the 3 of their papers we have counts for
3 papers
cs.CR2017★ 63 cited
Towards Measuring Membership Privacy
Yunhui Long, Vincent Bindschaedler, Carl A. Gunter
Machine learning models are increasingly made available to the masses through public query interfaces. Recent academic work has demonstrated that malicious users who can query such…
cs.CR2017★ 10 cited
Plausible Deniability for Privacy-Preserving Data Synthesis
Vincent Bindschaedler, Reza Shokri, Carl A. Gunter
Releasing full data records is one of the most challenging problems in data privacy. On the one hand, many of the popular techniques such as data de-identification are problematic…
cs.CR2015★ 3 cited
Privacy through Fake yet Semantically Real Traces
Vincent Bindschaedler, Reza Shokri
Camouflaging data by generating fake information is a well-known obfuscation technique for protecting data privacy. In this paper, we focus on a very sensitive and increasingly exp…