DynaEgo: Privacy-Preserving Collaborative Filtering Recommender System Based on Social-Aware Differential Privacy.
Shen YanShiran PanWen Tao ZhuKeke ChenPublished in: ICICS (2016)
Keyphrases
- privacy preserving
- differential privacy
- collaborative filtering
- recommender systems
- differentially private
- privacy guarantees
- private data
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- user preferences
- privacy preserving data mining algorithms
- preserving privacy
- data privacy
- private information
- social networks
- user profiles
- privacy concerns
- privacy protection
- social media
- social networking
- data sets
- sensitive information
- data sharing
- personal information
- anonymized data
- secure multiparty computation
- sensitive data
- data integration
- database systems
- homomorphic encryption