Performance Comparison of Intrusion Detection Machine Learning Classifiers on Benchmark and New Datasets.
Mohammed F. SuleimanBiju IssacPublished in: ICCTA (2018)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- anomaly detection
- data mining
- network security
- decision trees
- network traffic
- network intrusion detection
- network traffic data
- artificial immune
- feature selection
- computer security
- high detection rate
- detecting anomalous
- network intrusion
- computer vision
- pattern recognition
- network attacks
- training data
- information security
- cyber security
- nsl kdd
- training set
- alert correlation
- real world
- support vector
- data mining techniques
- naive bayes
- false positives and false negatives
- network intrusions
- object detection