PP-Stream: Toward High-Performance Privacy-Preserving Neural Network Inference via Distributed Stream Processing.
Qingxiu LiuQun HuangXiang ChenSa WangWenhao WangShujie HanPatrick P. C. LeePublished in: ICDE (2024)
Keyphrases
- privacy preserving
- distributed stream processing
- stream mining
- data streams
- privacy preserving data mining
- real time
- vertically partitioned data
- privacy preservation
- sensitive information
- streaming data
- private information
- single pass
- limited memory
- privacy protection
- bayesian networks
- privacy concerns
- multi party
- data privacy
- sensitive data
- privacy requirements
- stream processing
- stream data
- secure multiparty computation
- probabilistic inference
- data stream mining
- privacy sensitive
- horizontally partitioned data
- concept drift
- databases
- database
- privacy issues
- scalar product
- data mining methods
- association rules