Evaluation of Machine Learning Algorithms in Network-Based Intrusion Detection System.
Tuan-Hong ChuaIftekhar SalamPublished in: IACR Cryptol. ePrint Arch. (2022)
Keyphrases
- machine learning algorithms
- intrusion detection system
- intrusion detection
- benchmark data sets
- machine learning
- network security
- learning algorithm
- machine learning methods
- predictive accuracy
- decision trees
- computer networks
- anomaly detection
- network intrusion detection
- machine learning approaches
- random forests
- distributed intrusion detection
- learning problems
- machine learning models
- learning tasks
- network traffic
- learning models
- attack detection
- statistical machine learning
- data mining techniques
- multistage
- computer systems
- text mining
- multi class
- feature selection
- network attacks
- standard machine learning algorithms
- data sets