Explainable Machine Learning for Intrusion Detection.
Sameh BellegdiAli SelamatSunday O. OlatunjiHamido FujitaOndrej KrejcarPublished in: IEA/AIE (2024)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- anomaly detection
- network security
- data mining
- network traffic
- network intrusion detection
- network intrusion
- information security
- high detection rate
- cyber security
- pattern recognition
- computational intelligence
- data mining techniques
- network traffic data
- data sets
- computer security
- detecting anomalous
- data analysis
- decision trees
- network intrusions
- computer vision
- supervised learning
- knowledge discovery
- network intrusion detection systems
- reinforcement learning
- artificial immune
- learning algorithm
- alert correlation
- false positives and false negatives
- intrusion detection and prevention
- security vulnerabilities
- text classification
- text mining
- active learning
- information systems
- real world