Evaluation of machine learning algorithms for intrusion detection system.
Mohammad AlmseidinMaen AlzubiSzilveszter KovácsMouhammd AlkasassbehPublished in: SISY (2017)
Keyphrases
- machine learning algorithms
- intrusion detection system
- intrusion detection
- benchmark data sets
- learning algorithm
- network security
- machine learning
- predictive accuracy
- anomaly detection
- decision trees
- machine learning methods
- network intrusion detection
- learning problems
- computer networks
- machine learning approaches
- distributed intrusion detection
- machine learning models
- learning tasks
- network traffic
- random forests
- computer systems
- attack detection
- data sets
- standard machine learning algorithms
- databases
- multistage
- learning models
- data mining techniques
- object recognition