The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias

Peter Müllner, Elisabeth Lex, Markus Schedl +1

Collaborative filtering-based recommender systems leverage vast amounts of behavioral user data, which poses severe privacy risks. Thus, often, random noise is added to the data to…