Probabilistic Matrix Factorization with Personalized Differential Privacy.
Shun ZhangLaixiang LiuZhili ChenHong ZhongPublished in: CoRR (2018)
Keyphrases
- differential privacy
- probabilistic matrix factorization
- differentially private
- collaborative filtering
- matrix factorization
- privacy preserving
- private data
- privacy guarantees
- recommender systems
- privacy preserving data mining algorithms
- tabular data
- privacy preservation
- user profiles
- data sharing
- user model
- data privacy
- privacy preserving data mining
- search logs
- social networks
- data quality
- language model
- graphical models
- bayesian networks