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 …

abstract analysis arxiv case case study cs.ai cs.cl cs.cr cs.cy cs.se expertise hinder identify language language models large language large language models mission risk risk analysis risks security study tasks textual type