Generative AI for Software Security Analysis: Fundamentals, Applications, and Challenges
Ao Ding, Gaolei Li, Xiaoyu Yi, Xi Lin, Jianhua Li, Chaofeng Zhang
Abstract
This article delves into the potential opportunities and challenges that generative AI introduces to software security analysis based on its fundamentals and applications. In addition, a simple case is used to demonstrate the validity of our outlook.
Topics & Concepts
Computer scienceSoftware security assuranceSoftware engineeringSoftwareSoftware developmentGenerative grammarSoftware testingArtificial intelligenceInformation securityComputer securityProgramming languageSecurity serviceAdvanced Malware Detection Techniques