Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics.
Qinyi LiuMohammad KhalilRonas ShakyaJelena JovanovicPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- learning analytics
- data generation
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- educational data mining
- private information
- learning analytics and knowledge
- data privacy
- privacy concerns
- multi party
- privacy sensitive
- sensitive information
- horizontally partitioned data
- privacy preserving association rule mining
- secure multiparty computation
- scalar product
- differential privacy
- privacy issues
- privacy protection
- streaming data
- private data
- visual analytics
- active learning
- low dimensional