What is Wrong with One-Class Anomaly Detection?

Junekyu Park Jeong-Hyeon Moon Namhyuk Ahn Kyung-Ah Sohn

Published in: CoRR (2021)

Keyphrases

anomaly detection
intrusion detection
detecting anomalies
network intrusion detection
network traffic
intrusion detection system
network anomaly detection

unsupervised anomaly detection
anomalous behavior
detect anomalies
detecting anomalous
negative selection algorithm
network security
computer security

unsupervised learning
behavior analysis
one class support vector machines
reinforcement learning
cumulative sum
learning algorithm
network intrusion

data sets
misuse detection
machine learning
genetic algorithm
feature extraction
evolutionary algorithm