Understanding Membership Inferences on Well-Generalized Learning Models

Type
Pre-print
In
arXiv
Year
2018
By
Yunhui Long
Vincent Bindschaedler
Lei Wang
Diyue Bu
XiaoFeng Wang
Haixu Tang
Carl A. Gunter
Kai Chen
Keywords
Membership Privacy
Machine Learning
Inference Attacks
Machine Learning + Security and Privacy

Towards Measuring Membership Privacy

Type
Pre-print
In
arXiv
Year
2018
By
Yunhui Long
Vincent Bindschaedler
Carl A. Gunter
Keywords
Membership Privacy
Inference Attacks
Machine Learning

Privacy through Fake yet Semantically Real Traces

Type
Pre-print
In
arXiv
Year
2015
By
Vincent Bindschaedler
Reza Shokri
Keywords
Location Privacy
Data Synthesis