Android malware concept drift using system calls: Detection, characterization and challenges.
Alejandro Guerra-ManzanaresMarcin LucknerHayretdin BahsiPublished in: Expert Syst. Appl. (2022)
Keyphrases
- concept drift
- malware detection
- data stream mining
- change detection
- data streams
- streaming data
- drift detection
- data stream classification
- novelty detection
- drifting concepts
- anomaly detection
- non stationary
- classification algorithm
- evolving data streams
- stream data
- data distribution
- batch learning
- detect malicious
- incremental clustering
- concept descriptions
- pairwise
- image processing
- data sets
- database