Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations

Yehezkel S. Resheff, Yanai Elazar, Moni Shahar +1

Latent factor models for recommender systems represent users and items as low dimensional vectors. Privacy risks of such systems have previously been studied mostly in the context…