Implementation-Oriented Feature Selection in UNSW-NB15 Intrusion Detection Dataset.
Mohammed M. AlaniPublished in: ISDA (2021)
Keyphrases
- intrusion detection
- feature selection
- intrusion detection system
- anomaly detection
- network security
- network traffic
- network intrusion detection
- high detection rate
- naive bayes
- artificial immune
- outlier mining
- network traffic data
- text categorization
- cyber security
- network intrusion
- computer security
- fold cross validation
- false positives and false negatives
- support vector
- alert correlation
- feature extraction
- detecting anomalous
- fraud detection
- text classification
- network intrusions
- data mining
- information security
- data mining techniques
- multi class
- network intrusion detection systems
- nsl kdd
- support vector machine
- reinforcement learning
- information systems
- machine learning