Probabilistic Matrix Factorization with Personalized Differential Privacy

Shun Zhang, Laixiang Liu, Zhili Chen +1

Probabilistic matrix factorization (PMF) plays a crucial role in recommendation systems. It requires a large amount of user data (such as user shopping records and movie ratings) t…