Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection.

Jorge Casajús-Setién Concha Bielza Pedro Larrañaga

Published in: PGM (2022)

Keyphrases

anomaly detection
bayesian networks
intrusion detection
detecting anomalies
network intrusion detection
network traffic
computer security

intrusion detection system
unsupervised anomaly detection
graphical models
detecting anomalous
anomalous behavior
training set
unsupervised learning

behavior analysis
connectionist systems
network anomaly detection
one class support vector machines
cumulative sum
detect anomalies
neural network

negative selection algorithm
learning algorithm
malware detection
feature selection
training data
network security
probabilistic model