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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
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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