An innovative two-stage fuzzy kNN-DST classifier for unknown intrusion detection.
Xueyan JingYingtao BiHai DengPublished in: Int. Arab J. Inf. Technol. (2016)
Keyphrases
- intrusion detection
- knn
- k nearest neighbour
- k nearest neighbor
- knn algorithm
- high detection rate
- classification algorithm
- knn classifier
- classification method
- intrusion detection system
- k nearest
- nearest neighbor
- feature selection
- anomaly detection
- knn classification
- network security
- support vector machine
- text categorization
- network intrusion detection
- network traffic
- nearest neighbour
- detecting anomalous
- distance function
- majority voting
- neural network
- fuzzy rules
- data mining
- training data
- text classification
- learning algorithm
- intrusion prevention
- network intrusions
- real world
- machine learning
- face recognition
- support vector
- object recognition
- feature space
- false positive rate
- multi class
- text mining
- alert correlation
- network attacks
- data mining techniques
- data sets
- model selection
- face detection