Combining ensemble methods and social network metrics for improving accuracy of OCSVM on intrusion detection in SCADA systems.
Leandros A. MaglarasJianmin JiangTiago J. CruzPublished in: CoRR (2015)
Keyphrases
- intrusion detection
- ensemble methods
- intrusion detection system
- prediction accuracy
- anomaly detection
- intrusion prevention
- network intrusion detection systems
- network security
- cyber security
- network intrusion detection
- network intrusion
- social networks
- machine learning methods
- one class support vector machines
- detecting anomalous
- random forests
- network traffic
- classification accuracy
- learning algorithm
- computer systems
- information security
- generalization ability
- data mining techniques
- data streams
- critical infrastructure
- training data
- computer networks
- network attacks
- decision trees
- social network analysis