PrivStream: Enabling Privacy-Preserving Inferences on IoT Data Stream at the Edge.
Dan WangJu RenChugui XuJuncheng LiuZhibo WangYaoxue ZhangXuemin ShenPublished in: HPCC/SmartCity/DSS (2019)
Keyphrases
- privacy preserving
- data streams
- privacy preserving data mining
- sliding window
- vertically partitioned data
- privacy preservation
- multi party
- management system
- sensitive information
- privacy protection
- privacy sensitive
- secure multiparty computation
- data perturbation
- data privacy
- record linkage
- private information
- privacy concerns
- privacy issues
- private data
- sensitive data
- data sets
- location information
- privacy guarantees
- user privacy
- frequent itemsets
- data analysis
- privacy preserving classification
- itemsets
- privacy preserving association rule mining
- horizontally partitioned data
- naive bayesian classification
- partitioned data
- differential privacy
- cloud computing