The Tao of Inference in Privacy-Protected Databases

Type
Conference
In
VLDB
Year
2018
By
Vincent Bindschaedler
Paul Grubbs
David Cash
Thomas Ristenpart
Vitaly Shmatikov
Keywords
Encrypted Databases
Inference Attacks
Machine Learning
Machine Learning + Security and Privacy

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