Intrusion Detection with Interpretable Rules Generated Using the Tsetlin Machine.
Kuruge Darshana AbeyrathnaHarsha S. Gardiyawasam PussewalageSasanka N. RanasingheVladimir A. OleshchukOle-Christoffer GranmoPublished in: SSCI (2020)
Keyphrases
- intrusion detection
- intrusion detection system
- anomaly detection
- network traffic
- network security
- network intrusion detection
- high detection rate
- association rules
- information security
- detecting anomalous
- alert correlation
- computer security
- network intrusions
- data mining
- network intrusion
- artificial immune
- fraud detection
- data mining techniques
- security vulnerabilities
- network attacks
- network intrusion detection systems
- network traffic data
- false positives and false negatives
- training data