Privacy-Preserving Synthetic Data Generation for Recommendation Systems.
Fan LiuZhiyong ChengHuilin ChenYinwei WeiLiqiang NieMohan S. KankanhalliPublished in: SIGIR (2022)
Keyphrases
- privacy preserving
- recommendation systems
- data generation
- collaborative filtering
- privacy preserving data mining
- user preferences
- vertically partitioned data
- privacy preservation
- active learning
- recommender systems
- user feedback
- sensitive information
- search engine
- data streams
- web search
- privacy concerns
- streaming data
- privacy sensitive
- high throughput
- private information
- data privacy
- co training
- differential privacy
- supervised learning
- feature space
- feature selection