Interpretable Vulnerability Detection in LLMs: A BERT-Based Approach with SHAP Explanations
Nouman Ahmad, Changsheng Zhang
2025Computers, materials & continua/Computers, materials & continua (Print)6 citationsDOIOpen Access PDF
Abstract
Source code vulnerabilities present significant security threats, necessitating effective detection techniques. Rigid rule-sets and pattern matching are the foundation of traditional static analysis tools, which drown develop... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
Vulnerability (computing)Computer scienceComputer securityWeb Application Security VulnerabilitiesInformation and Cyber Security