K-Nearest-Neighbours with a novel similarity measure for intrusion detection.
Zhenghui MaAta KabánPublished in: UKCI (2013)
Keyphrases
- intrusion detection
- k nearest neighbour
- similarity measure
- knn
- intrusion detection system
- information gain
- mutual information
- anomaly detection
- network traffic
- k nearest neighbor
- nearest neighbour
- information security
- network intrusion detection
- high detection rate
- network security
- nearest neighbor
- support vector machine
- artificial immune
- distance measure
- multi layer perceptron
- network intrusion
- data mining
- alert correlation
- pairwise
- detecting anomalous
- network attacks
- distance function
- feature vectors
- neural network
- text categorization
- data mining techniques
- artificial neural networks
- association rules
- feature space
- object recognition
- pattern recognition
- databases
- data sets