Differential Privacy

Quantum Privacy-Preserving Perceptron

Authors: Shenggang Ying, Mingsheng Ying, Yuan Feng | Published: 2017-07-31
Privacy Enhancing Technology
Differential Privacy
Quantum Computing Method

A Mean-Field Stackelberg Game Approach for Obfuscation Adoption in Empirical Risk Minimization

Authors: Jeffrey Pawlick, Quanyan Zhu | Published: 2017-06-08 | Updated: 2017-10-16
Privacy Protection Mechanism
Privacy Issues
Differential Privacy

Personalized and Private Peer-to-Peer Machine Learning

Authors: Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi | Published: 2017-05-23 | Updated: 2018-02-19
Q-Learning Algorithm
Privacy Protection Mechanism
Differential Privacy

Differentially Private Bayesian Learning on Distributed Data

Authors: Mikko Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela | Published: 2017-03-03 | Updated: 2017-05-29
Data Privacy Management
Privacy Protection Mechanism
Differential Privacy