Improvement of K-nearest Neighbors (KNN) Algorithm for Network Intrusion Detection Using Shannon-Entropy.
Nguyen Gia BachLe Huy HoangTran Hoang HaiPublished in: J. Commun. (2021)
Keyphrases
- k nearest neighbor
- knn algorithm
- network intrusion detection
- shannon entropy
- knn
- nearest neighbor
- intrusion detection
- anomaly detection
- information theory
- fraud detection
- text categorization
- mutual information
- support vector machine
- k nearest neighbour
- intrusion detection system
- network traffic
- text classification
- nearest neighbour
- kl divergence
- knowledge discovery
- probabilistic model
- distance measure
- information retrieval
- distance function
- information theoretic
- data mining techniques
- test instances