Machine Learning Explainability for Intrusion Detection in the Industrial Internet of Things.
Love Allen Chijioke AhakonyeCosmas Ifeanyi NwakanmaJae Min LeeDong-Seong KimPublished in: IEEE Internet Things Mag. (2024)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- data mining
- anomaly detection
- network intrusion detection
- network security
- high detection rate
- network traffic
- detecting anomalous
- artificial immune
- information security
- pattern recognition
- network intrusions
- active learning
- cyber security
- alert correlation
- data mining techniques
- reinforcement learning
- computer vision
- learning algorithm
- computer security
- decision trees
- text classification
- false positives and false negatives
- data model
- intrusion prevention
- distributed intrusion detection
- normal behavior
- critical infrastructure
- detection method
- model selection
- open source
- computational intelligence
- supervised learning
- feature selection