Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation

arXiv:2405.06237v1 Announce Type: new
Abstract: Large Language Model (LLM) is a significant breakthrough in artificial intelligence (AI) and holds considerable potential for application within smart grids. However, as demonstrated in previous literature, AI technologies are susceptible to various types of attacks. It is crucial to investigate and evaluate the risks associated with LLMs before deploying them in critical infrastructure like smart grids. In this paper, we systematically evaluate the vulnerabilities of LLMs and identify two major types of attacks relevant …

ai technologies application artificial artificial intelligence arxiv attacks cs.cr grid intelligence language language models large large language model literature llm modeling risks smart smart grid technologies threat threat modeling types validation