Leveraging Large Language Models for Preliminary Security Risk Analysis: A Mission-Critical Case Study

arXiv:2403.15756v1 Announce Type: cross
Abstract: Preliminary security risk analysis (PSRA) provides a quick approach to identify, evaluate and propose remeditation to potential risks in specific scenarios. The extensive expertise required for an effective PSRA and the substantial ammount of textual-related tasks hinder quick assessments in mission-critical contexts, where timely and prompt actions are essential. The speed and accuracy of human experts in PSRA significantly impact response time. A large language model can quickly summarise information in less time than a …

analysis arxiv assessments case critical cs.ai cs.cl cs.cr cs.cy cs.se expertise identify language language models large mission risk risk analysis risks security security risk security risk analysis study