Machine learning-based intrusion detection: feature selection versus feature extraction.

Vu-Duc Ngo Tuan-Cuong Vuong Thien Van Luong Hung Tran

Published in: Clust. Comput. (2024)

Keyphrases

intrusion detection
feature selection
feature extraction
machine learning
intrusion detection system
anomaly detection
network intrusion detection
network traffic
network security
data mining

feature set
feature space
detecting anomalous
high detection rate
text classification
pattern recognition
classification accuracy
support vector machine
computer security
false positives and false negatives

support vector
model selection
data mining techniques
alert correlation
multi class
decision trees
dimensionality reduction
cyber security
distributed intrusion detection
network intrusion

information security
artificial immune
unsupervised learning
network intrusion detection systems
network intrusions
learning algorithm
fraud detection
computer networks
active learning
face recognition