Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems.
Jesse AblesNathaniel ChildersWilliam AndersonSudip MittalShahram RahimiIoana BanicescuMaria SealePublished in: CoRR (2024)
Keyphrases
- rule extraction
- intrusion detection system
- neural network
- intrusion detection
- network security
- anomaly detection
- black box
- computer networks
- rough sets
- network traffic
- distributed intrusion detection
- computer security
- classification rules
- fuzzy rules
- data mining techniques
- network intrusion detection
- intrusion prevention
- network intrusion detection systems
- association rules
- rough set theory
- feature selection
- attack detection
- alert correlation
- pattern recognition
- cyber security
- decision trees
- misuse detection
- normal behavior
- rule sets
- data mining
- decision rules
- machine learning
- databases
- nearest neighbor