Litcius/Paper detail

Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi

202414 citationsDOIOpen Access PDF

Abstract

Context. Risk analysis assesses potential risks in specific scenarios. Risk analysis principles are context-less; the same methodology can be applied to a risk connected to health and information technology security. Risk analysis requires a vast knowledge of national and international regulations and standards and is time and effort-intensive. A large language model can quickly summarize information in less time than a human and can be fine-tuned to specific tasks.

Topics & Concepts

Computer scienceNatural language processingRisk analysis (engineering)MedicineSoftware Engineering ResearchSoftware Engineering Techniques and PracticesSoftware Reliability and Analysis Research