Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit

Verena Menzel; Paul Dirksen; Anne Remke

doi:10.1145/3679240.3734676

Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit

Verena Menzel, Paul Dirksen, Anne Remke

Mathematics of Operations Research

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Abstract

Sustainable energy usage requires robust communication infrastructure for optimized distribution. However, integrating smart systems into legacy infrastructure introduces cybersecurity risks like false data injection and man-in-the-middle attacks. This study advances a process-aware Intrusion Detection System (IDS) that leverages SCADA topology and real-time sensor data for improved attack detection. Expanding on prior work in medium-to-low-voltage grids, we adapt the IDS to multi-energy systems using the Decentralized Energy Management ToolKit (DEMKit).

Original language	English
Title of host publication	E-Energy '25
Subtitle of host publication	Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems
Place of Publication	New York, NY
Publisher	Association for Computing Machinery (ACM)
Pages	981-982
DOIs	https://doi.org/10.1145/3679240.3734676
Publication status	Published - 17 Jun 2025
Event	16th ACM International Conference on Future and Sustainable Energy Systems, E-Energy 2025 - Rotterdam, Netherlands Duration: 17 Jun 2025 → 20 Jun 2025 Conference number: 16

Conference

Conference	16th ACM International Conference on Future and Sustainable Energy Systems, E-Energy 2025
Abbreviated title	E-Energy
Country/Territory	Netherlands
City	Rotterdam
Period	17/06/25 → 20/06/25

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10.1145/3679240.3734676Licence: CC BY

ArticleFinal published version, 425 KBLicence: CC BY

Cite this

@inproceedings{540ece58eb244e1eab36f44a7d09442c,

title = "Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit",

abstract = "Sustainable energy usage requires robust communication infrastructure for optimized distribution. However, integrating smart systems into legacy infrastructure introduces cybersecurity risks like false data injection and man-in-the-middle attacks. This study advances a process-aware Intrusion Detection System (IDS) that leverages SCADA topology and real-time sensor data for improved attack detection. Expanding on prior work in medium-to-low-voltage grids, we adapt the IDS to multi-energy systems using the Decentralized Energy Management ToolKit (DEMKit).",

author = "Verena Menzel and Paul Dirksen and Anne Remke",

year = "2025",

month = jun,

day = "17",

doi = "10.1145/3679240.3734676",

language = "English",

pages = "981--982",

booktitle = "E-Energy '25",

publisher = "Association for Computing Machinery (ACM)",

address = "United States",

note = "16th ACM International Conference on Future and Sustainable Energy Systems, E-Energy 2025, E-Energy ; Conference date: 17-06-2025 Through 20-06-2025",

}

Menzel, V, Dirksen, P & Remke, A 2025, Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit. in E-Energy '25: Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems. Association for Computing Machinery (ACM), New York, NY, pp. 981-982, 16th ACM International Conference on Future and Sustainable Energy Systems, E-Energy 2025, Rotterdam, Netherlands, 17/06/25. https://doi.org/10.1145/3679240.3734676

Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit. / Menzel, Verena; Dirksen, Paul; Remke, Anne.
E-Energy '25: Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems. New York, NY: Association for Computing Machinery (ACM), 2025. p. 981-982.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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T1 - Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit

AU - Menzel, Verena

AU - Dirksen, Paul

AU - Remke, Anne

N1 - Conference code: 16

PY - 2025/6/17

Y1 - 2025/6/17

N2 - Sustainable energy usage requires robust communication infrastructure for optimized distribution. However, integrating smart systems into legacy infrastructure introduces cybersecurity risks like false data injection and man-in-the-middle attacks. This study advances a process-aware Intrusion Detection System (IDS) that leverages SCADA topology and real-time sensor data for improved attack detection. Expanding on prior work in medium-to-low-voltage grids, we adapt the IDS to multi-energy systems using the Decentralized Energy Management ToolKit (DEMKit).

AB - Sustainable energy usage requires robust communication infrastructure for optimized distribution. However, integrating smart systems into legacy infrastructure introduces cybersecurity risks like false data injection and man-in-the-middle attacks. This study advances a process-aware Intrusion Detection System (IDS) that leverages SCADA topology and real-time sensor data for improved attack detection. Expanding on prior work in medium-to-low-voltage grids, we adapt the IDS to multi-energy systems using the Decentralized Energy Management ToolKit (DEMKit).

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DO - 10.1145/3679240.3734676

M3 - Conference contribution

SP - 981

EP - 982

BT - E-Energy '25

PB - Association for Computing Machinery (ACM)

CY - New York, NY

T2 - 16th ACM International Conference on Future and Sustainable Energy Systems, E-Energy 2025

Y2 - 17 June 2025 through 20 June 2025

ER -

Interfacing process-aware Intrusion Detection for distributed energy sources with DEMKit

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