Data Privacy Management

Homomorphic Encryption for Speaker Recognition: Protection of Biometric Templates and Vendor Model Parameters

Authors: Andreas Nautsch, Sergey Isadskiy, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch | Published: 2018-03-09
Data Privacy Management
Privacy Enhancing Technology
Speech Recognition Process

On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches

Authors: Martín Abadi, Úlfar Erlingsson, Ian Goodfellow, H. Brendan McMahan, Ilya Mironov, Nicolas Papernot, Kunal Talwar, Li Zhang | Published: 2017-08-26
Data Privacy Management
Privacy-Preserving Machine Learning
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