Network traffic anomaly detection using PCA and BiGAN.

Rajlaxmi Patil Rajshekhar Biradar Vinayakumar Ravi Poornima Biradar Uttam Ghosh

Published in: Internet Technol. Lett. (2022)

Keyphrases

anomaly detection
network traffic
principal component analysis
tensor analysis
intrusion detection
sparse pca
network intrusion detection
intrusion detection system

detecting anomalies
computer networks
principle component analysis
detecting anomalous
traffic data
anomalous behavior
network security
dimensionality reduction

feature extraction
traffic patterns
detect anomalies
one class support vector machines
network anomaly detection
traffic analysis
unsupervised learning

network intrusion
face recognition
databases
feature space
object recognition
data sets
long range dependence