PrivSketch: A Private Sketch-based Frequency Estimation Protocol for Data Streams.
Ying LiXiaodong LeeBotao PengThemis PalpanasJing'an XuePublished in: CoRR (2023)
Keyphrases
- data streams
- homomorphic encryption
- sliding window
- privacy preserving
- stream data
- streaming data
- lightweight
- comparative evaluation
- concept drift
- web scale
- sensor networks
- change detection
- data sets
- private data
- network protocols
- application layer
- semi honest
- scalar product
- distributed data streams
- mining data streams
- tcp ip
- sensor data
- formal analysis
- multi party
- continuous queries
- communication protocol
- authentication protocol
- cryptographic protocols
- data stream mining
- heavy hitters
- multiple data streams
- privacy preserving data mining
- outlier detection