Tackling Class Imbalance in Cyber Security Datasets.
Charles WheelusElias Bou-HarbXingquan ZhuPublished in: IRI (2018)
Keyphrases
- class imbalance
- cyber security
- imbalanced datasets
- sampling methods
- smart grid
- class distribution
- intrusion detection
- active learning
- imbalanced data
- cost sensitive learning
- cost sensitive
- security issues
- intrusion detection system
- minority class
- high dimensionality
- benchmark datasets
- power system
- information security
- data sets
- network security
- communication systems
- decision trees
- visual analytics
- ensemble methods
- concept drift
- dimensionality reduction
- text mining
- classification accuracy
- machine learning