89 citations · 362 across the 53 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.IT2017
Privacy-Preserving Adversarial Networks
Ardhendu Tripathy, Ye Wang, Prakash Ishwar
We propose a data-driven framework for optimizing privacy-preserving data release mechanisms to attain the information-theoretically optimal tradeoff between minimizing distortion…
cs.IT2017★ 28 cited
Privacy-Utility Tradeoffs under Constrained Data Release Mechanisms
Ye Wang, Yuksel Ozan Basciftci, Prakash Ishwar
Privacy-preserving data release mechanisms aim to simultaneously minimize information-leakage with respect to sensitive data and distortion with respect to useful data. Dependencie…