1 code implementation • 29 May 2019 • Satya Kuppam, Ryan McKenna, David Pujol, Michael Hay, Ashwin Machanavajjhala, Gerome Miklau
Data collected about individuals is regularly used to make decisions that impact those same individuals.
Databases
no code implementations • ICML 2017 • Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau
A naive learning algorithm that uses the noisy sufficient statistics “as is” outperforms general-purpose differentially private learning algorithms.
no code implementations • 14 Jun 2017 • Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau
We investigate the problem of learning discrete, undirected graphical models in a differentially private way.
1 code implementation • 15 Dec 2015 • Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang
Differential privacy has become the dominant standard in the research community for strong privacy protection.
Databases Cryptography and Security