The Role of Architectures and Information Availability for Anomaly Detection in Cyber-Physical Energy Systems

Emilie Frost, Emilie Frost, Astrid Nieße

2025

Abstract

In the context of Cyber Physical Energy Systems (CPES), anomaly detection is an important requirement for dealing with the increasing threats of cyber-attacks. However, privacy or regulatory restrictions might limit the access of information for performing anomaly detection. This paper discusses different possible architectures for the development of an anomaly detection observer in CPES, in the context of information availability. Using an agent-based control use case, these architectures, information availability and their impact on anomaly detection performance are evaluated. The results shed light on the design of appropriate architectures for anomaly detection in CPES with the aim of improving the overall robustness of the system.

Paper Citation

in Harvard Style

Frost E. and Nieße A. (2025). The Role of Architectures and Information Availability for Anomaly Detection in Cyber-Physical Energy Systems. In Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-737-5, SciTePress, pages 671-678. DOI: 10.5220/0013371400003890

in Bibtex Style

@conference{icaart25,
author={Emilie Frost and Astrid Nieße},
title={The Role of Architectures and Information Availability for Anomaly Detection in Cyber-Physical Energy Systems},
booktitle={Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2025},
pages={671-678},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013371400003890},
isbn={978-989-758-737-5},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - The Role of Architectures and Information Availability for Anomaly Detection in Cyber-Physical Energy Systems
SN - 978-989-758-737-5
AU - Frost E.
AU - Nieße A.
PY - 2025
SP - 671
EP - 678
DO - 10.5220/0013371400003890
PB - SciTePress