Trustworthy Intrusion Detection: Confidence Estimation Using Latent Space

Ioannis Pitsiorlas, George Arvanitakis, Marios Kountouris

This work introduces a novel method for enhancing confidence in anomaly detection in Intrusion Detection Systems (IDS) through the use of a Variational Autoencoder (VAE) architectu…