ChatGPT and Other Large Language Models for Cybersecurity of Smart Grid Applications

arXiv:2311.05462v2 Announce Type: replace
Abstract: Cybersecurity breaches targeting electrical substations constitute a significant threat to the integrity of the power grid, necessitating comprehensive defense and mitigation strategies. Any anomaly in information and communication technology (ICT) should be detected for secure communications between devices in digital substations. This paper proposes large language models (LLM), e.g., ChatGPT, for the cybersecurity of IEC 61850-based digital substation communications. Multicast messages such as generic object oriented system event (GOOSE) and sampled value (SV) are used …

applications arxiv breaches chatgpt communication communications cs.cr cs.sy cybersecurity cybersecurity breaches defense devices digital eess.sy electrical grid ict information information and communication technology integrity language language models large mitigation mitigation strategies power power grid secure communications smart smart grid strategies targeting technology threat