Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer.
Shuo WangLingjuan LyuTianle ChenShangyu ChenSurya NepalCarsten RudolphMarthie GroblerPublished in: WISE (2) (2020)
Keyphrases
- privacy preserving
- data generation
- privacy preserving data mining
- privacy preservation
- data streams
- vertically partitioned data
- multi party
- active learning
- data privacy
- streaming data
- private data
- privacy concerns
- privacy protection
- partitioned data
- privacy preserving association rule mining
- private information
- sensitive information
- co training
- information sharing
- privacy sensitive
- change detection
- high throughput
- secure multiparty computation
- scalar product
- differential privacy
- sensitive data
- data sets
- data sharing
- privacy issues
- data perturbation
- pairwise
- unsupervised learning
- concept drift
- horizontally partitioned data