2 papers
cs.CR2019
PINFER: Privacy-Preserving Inference for Machine Learning
Marc Joye, Fabien A. P. Petitcolas
The foreseen growing role of outsourced machine learning services is raising concerns about the privacy of user data. Several technical solutions are being proposed to address the…
cs.CR2018
How to Profile Privacy-Conscious Users in Recommender Systems
Fabrice Benhamouda, Marc Joye
Matrix factorization is a popular method to build a recommender system. In such a system, existing users and items are associated to a low-dimension vector called a profile. The pr…