Classification of Attack Types for Intrusion Detection Systems Using a Machine Learning Algorithm.
Kinam ParkYoungrok SongYun-Gyung CheongPublished in: BigDataService (2018)
Keyphrases
- intrusion detection system
- intrusion detection
- attack detection
- network security
- network traffic
- anomaly detection
- attack scenarios
- alert correlation
- cyber attacks
- computer networks
- denial of service attacks
- network intrusion detection
- normal behavior
- pattern recognition
- malicious activities
- computer security
- network intrusions
- network attacks
- machine learning
- model selection
- unsupervised learning
- computer systems
- text classification
- feature extraction
- supervised learning
- security architecture
- misuse detection
- decision trees
- network intrusion
- training set
- feature selection
- multistage
- normal traffic
- feature space
- pairwise
- security measures
- dos attacks