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◆ Electric Power Systems Research2026-05-19· Digital watermarking

Cyber attack detection in renewable-rich IBR-dominated microgrids: A natural watermarking approach

Imasha Balahewa, Lars Bjorndal, Chris Mı, Tong Huang

原始摘要(英文原文)· Original abstract
This paper proposes a natural watermarking approach for detecting cyber attacks in a renewable-rich microgrid (MG). The approach leverages the inherent variability of renewable energy generation to watermark the measurements feeding inverter-based resources (IBRs), enabling the IBRs to locally detect attacks. It detects cyber attacks by checking the statistics of the natural watermark exhibited in IBR measurements. It is physically interpretable, computationally efficient, and scalable for large-scale MGs. Its effectiveness is validated through pure-software simulations and real-time controller hardware-in-the-loop experiments in a MG test system.
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Cyber attack detection in renewable-rich IBR-dominated microgrids: A natural watermarking approach — 科研速览 Science Skim