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Benchmark Evaluation of Anomaly-Based Intrusion Detection Systems in the Context of Smart Grids. (arXiv:2312.13705v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
The increasing digitization of smart grids has made addressing cybersecurity
issues crucial in order to secure the power supply. Anomaly detection has
emerged as a key technology for cybersecurity in smart grids, enabling the
detection of unknown threats. Many research efforts have proposed various
machine-learning-based approaches for anomaly detection in grid operations.
However, there is a need for a reproducible and comprehensive evaluation
environment to investigate and compare different approaches to anomaly
detection. The assessment process is highly dependent on …
anomaly detection benchmark context cybersecurity cybersecurity issues detection digitization evaluation intrusion intrusion detection key machine order power power supply research smart supply systems technology threats