Using Quadratic Discriminant Analysis by Intrusion Detection Systems for Port Scan and Slowloris Attack Classification.
Vinícius M. DeolindoBruno Lopes DalmazoMarcus Vinicius Brito da SilvaLuiz Ricardo Bertoldi de OliveiraAllan de B. SilvaLisandro Zambenedetti GranvilleLuciano Paschoal GasparyJéferson Campos NobrePublished in: ICCSA (3) (2021)
Keyphrases
- intrusion detection system
- intrusion detection
- alert correlation
- anomaly detection
- cyber attacks
- network security
- attack detection
- quadratic discriminant analysis
- cross validated
- network traffic
- computer networks
- denial of service attacks
- pattern recognition
- support vector machine
- malicious activities
- network intrusion detection
- attack scenarios
- network intrusions
- network intrusion
- intrusion prevention
- computer security
- feature space
- classification accuracy
- decision trees
- normal behavior
- unsupervised learning
- normal traffic
- countermeasures
- data sets
- high dimensional
- pairwise
- feature selection