Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response.
Sheikh Rabiul IslamWilliam EberleSheikh K. GhafoorAmbareen SirajMike RogersPublished in: CoRR (2019)
Keyphrases
- intrusion detection
- domain knowledge
- artificial intelligence
- intrusion detection system
- anomaly detection
- network traffic
- network security
- network intrusion detection
- high detection rate
- computer security
- detecting anomalous
- data mining
- artificial immune
- alert correlation
- information security
- false positives and false negatives
- network intrusions
- computational intelligence
- information systems
- cyber security
- computer networks
- pairwise
- training data
- computer vision
- detection method
- principal component analysis
- database systems
- network intrusion
- security vulnerabilities
- machine learning
- data sets
- intrusion prevention