BenchMFC: A benchmark dataset for trustworthy malware family classification under concept drift.
Yongkang JiangGaolei LiShenghong LiYing GuoPublished in: Comput. Secur. (2024)
Keyphrases
- benchmark datasets
- concept drift
- classification algorithm
- data stream classification
- drifting concepts
- ensemble methods
- concept drifting data streams
- data stream mining
- ensemble classifier
- novelty detection
- streaming data
- data streams
- non stationary
- query processing
- pattern recognition
- feature extraction
- labelled data
- training samples
- data distribution
- drift detection
- decision trees
- evolving data streams
- computer vision
- classification accuracy
- feature selection
- image processing
- batch learning
- reinforcement learning
- support vector
- pedestrian detection
- feature space