Improvement of K-nearest Neighbors (KNN) Algorithm for Network Intrusion Detection Using Shannon-Entropy.

Nguyen Gia Bach Le Huy Hoang Tran Hoang Hai

Published 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