Anomaly Detection on Event Logs with a Scarcity of Labels.

Sylvio Barbon Junior Paolo Ceravolo Ernesto Damiani Nicolas Jashchenko Omori Gabriel Marques Tavares

Published in: ICPM (2020)

Keyphrases

anomaly detection
event logs
process mining
process model
intrusion detection
anomalous behavior
detecting anomalies

network intrusion detection
business process
pairwise
intrusion detection system
network traffic
security policies

log files
one class support vector machines
network anomaly detection
training data
business processes
network security

negative selection algorithm
computer networks
unsupervised learning
co occurrence
data analysis
data mining