Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction.
Albert SayapinGleb BalitskiyDaniel BershatskyAleksandr KatrutsaEvgeny FrolovAlexey A. FrolovIvan V. OseledetsVitaliy KharinPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- collaborative filtering
- privacy preserving data mining
- prediction accuracy
- privacy preservation
- vertically partitioned data
- user ratings
- sensitive information
- multi party
- horizontally partitioned data
- preserving privacy
- data privacy
- private data
- privacy protection
- data publishing
- partitioned data
- private information
- privacy issues
- privacy sensitive
- user preferences
- differential privacy
- record linkage
- sensitive data
- horizontally partitioned
- privacy preserving association rule mining
- personal data
- digital libraries
- location privacy