Tracking concept drift in malware families.
Anshuman SinghAndrew WalensteinArun LakhotiaPublished in: AISec (2012)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- change detection
- classification algorithm
- non stationary
- data stream mining
- target concept
- incremental clustering
- data stream classification
- data distribution
- stream data
- evolving data streams
- batch learning
- image processing
- small number
- bayesian networks