A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection.
Omer SubasiJohnathan CreeJoseph B. ManzanoElena PetersonPublished in: CoRR (2024)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- anomaly detection
- network traffic
- data mining
- network security
- high detection rate
- network intrusion detection
- network intrusion
- artificial immune
- information security
- detecting anomalous
- pattern recognition
- cyber security
- model selection
- decision trees
- computer security
- feature selection
- alert correlation
- intrusion prevention
- text classification
- active learning
- data analysis
- computer vision
- computer networks
- detection algorithm
- supervised learning
- reinforcement learning
- network traffic data
- learning algorithm