Ensemble of Machine Learning Algorithms for Intrusion Detection.
Te-Shun ChouJeffrey FanSharon FanKia MakkiPublished in: SMC (2009)
Keyphrases
- machine learning algorithms
- intrusion detection
- random forests
- learning algorithm
- benchmark data sets
- intrusion detection system
- anomaly detection
- decision trees
- machine learning
- machine learning methods
- network intrusion detection
- network traffic
- ensemble methods
- learning problems
- network security
- neural network
- artificial immune
- ensemble learning
- high detection rate
- training data
- data mining
- detecting anomalous
- information security
- computer security
- network intrusion
- base classifiers
- random forest
- network intrusion detection systems
- machine learning approaches
- standard machine learning algorithms
- real world
- machine learning models
- data mining techniques
- multiple models
- computer networks
- statistical machine learning
- probabilistic model
- misuse detection
- feature extraction
- feature selection
- network intrusions