Intrusion detection system using fuzzy rough set feature selection and modified KNN classifier.
Balakrishnan SenthilnayakiK. VenkatalakshmiArputharaj KannanPublished in: Int. Arab J. Inf. Technol. (2019)
Keyphrases
- intrusion detection system
- knn classifier
- feature selection
- k nearest neighbor
- fuzzy rough sets
- intrusion detection
- knn
- network security
- distributed intrusion detection
- anomaly detection
- network traffic
- nearest neighbor
- support vector machine
- text classification
- rough sets
- feature space
- feature extraction
- attribute reduction
- computer systems
- feature set
- classification accuracy
- machine learning
- unsupervised learning
- objective function
- neural network
- misuse detection
- fuzzy sets
- data sets
- dimensionality reduction
- decision rules
- object recognition
- pattern recognition
- image processing
- rough approximations
- databases