Multi Class Machine Learning Algorithms for Intrusion Detection - A Performance Study.
Manjula C. BelavagiBalachandra MuniyalPublished in: SSCC (2017)
Keyphrases
- multi class
- intrusion detection
- machine learning algorithms
- multiclass classification
- benchmark data sets
- learning algorithm
- intrusion detection system
- learning problems
- anomaly detection
- network security
- network traffic
- machine learning
- decision trees
- network intrusion detection
- multi class classification
- pairwise
- binary classification
- object detection
- data mining
- fraud detection
- cost sensitive
- knowledge discovery
- support vector machine
- network attacks
- detecting anomalous
- learning models
- bayesian networks
- binary classifiers
- data mining techniques
- multiple classes
- error correcting output codes
- decision tree learners
- multi class classifier