Forecasting Cyber Attacks with Imbalanced Data Sets and Different Time Granularities.
Ahmet OkutanShanchieh Jay YangKatie McConkyPublished in: CoRR (2018)
Keyphrases
- cyber attacks
- imbalanced data sets
- cyber security
- countermeasures
- benchmark data sets
- security policies
- imbalanced data
- intrusion detection
- concept learning
- class distribution
- class imbalance
- dos attacks
- intrusion detection system
- rare events
- computer systems
- privacy issues
- data sets
- data generation
- critical infrastructure
- roc curve
- minority class
- smart grid
- network security
- communication networks
- machine learning algorithms
- anomaly detection
- active learning
- bayesian networks
- training data
- feature selection