Adversarial concept drift detection under poisoning attacks for robust data stream mining.
Lukasz KoryckiBartosz KrawczykPublished in: Mach. Learn. (2023)
Keyphrases
- concept drift
- data stream mining
- data streams
- change detection
- streaming data
- data stream classification
- drifting concepts
- non stationary
- stream mining
- stream data
- drift detection
- evolving data streams
- data distribution
- classification algorithm
- pattern recognition
- sliding window
- sensor data
- unsupervised learning
- nearest neighbor