Unification of K-Nearest Neighbor (KNN) with Distance Aware Algorithm for Intrusion Detection in Evolving Networks Like IoT.
S. K. LakshminarayanaPrabhugoud I. BasarkodPublished in: Wirel. Pers. Commun. (2023)
Keyphrases
- k nearest neighbor
- knn
- knn algorithm
- intrusion detection
- classification algorithm
- distance function
- nearest neighbor
- nearest neighbor algorithm
- support vector machine svm
- nearest neighbour
- graph construction
- shows significant improvements
- knn classification
- k nearest
- knn classifier
- text categorization
- classification method
- distance measurement
- query point
- anomaly detection
- intrusion detection system
- text classification
- support vector machine
- k nearest neighbour
- neighborhood graph
- neural network
- distance computation
- bootstrap sampling
- distance metric
- multiple instance learning
- range queries
- euclidean distance
- data points
- decision trees
- refinement step
- feature selection
- information retrieval
- real world