Privacy Protection Mechanism

LRSE: A Lightweight Efficient Searchable Encryption Scheme using Local and Global Representations

Authors: Ruihui Zhao, Yuanliang Sun, Mizuho Iwaihara | Published: 2017-05-24
Dataset evaluation
Privacy Protection Mechanism
Privacy Issues

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

Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization

Authors: Mathias Lecuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen | Published: 2017-05-21
Data Protection
Privacy Protection Mechanism
Privacy Issues

PriMaL: A Privacy-Preserving Machine Learning Method for Event Detection in Distributed Sensor Networks

Authors: Stefano Bennati, Catholijn M. Jonker | Published: 2017-03-21
Event Identification
Privacy Protection Mechanism
Decentralized Processing

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