Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic.

Seunghyun Park Hyunhee Park

Published in: Computing (2021)

Keyphrases

network traffic
k means
detection algorithm
learning algorithm
mathematical model
probabilistic model
simulated annealing
single pass
class imbalance
feature extraction
feature space
pairwise
unsupervised learning
intrusion detection
nearest neighbour
sampling methods