A Novel Signal-Based Approach to Anomaly Detection in IDS Systems.

Lukasz Saganowski Michal Choras Rafal Renk Witold Holubowicz

Published in: ICANNGA (2009)

Keyphrases

anomaly detection
intrusion detection
intrusion detection system
intrusion prevention
network intrusion detection
anomalous behavior
detecting anomalies

network traffic
connectionist systems
network anomaly detection
unsupervised anomaly detection
one class support vector machines
computer security
anomaly based intrusion detection

computer network security
detecting anomalous
network intrusion
behavior analysis
network security
computer systems

human brain
misuse detection
model selection
data processing
computational intelligence
machine learning