A hybrid intrusion detection system (HIDS) based on prioritized k-nearest neighbors and optimized SVM classifiers.
Ahmed I. SalehFatma M. TalaatLabib M. LabibPublished in: Artif. Intell. Rev. (2019)
Keyphrases
- k nearest neighbor
- intrusion detection system
- svm classifier
- support vector machine
- support vector machine svm
- knn
- intrusion detection
- network security
- nearest neighbor
- anomaly detection
- distributed intrusion detection
- support vector
- network intrusion detection
- multi class
- network traffic
- classification method
- feature selection
- support vectors
- feature vectors
- computer systems
- input space
- feature space
- data mining techniques
- image classification
- radial basis function
- training set
- nearest neighbor algorithm
- misuse detection
- machine learning
- ls svm
- hyperplane
- cost sensitive
- kernel function
- data mining
- learning algorithm
- information systems
- knn classifier
- training data
- neural network