Detecting Integer Overflow Errors in Java Source Code via Machine Learning

Integer overflow is a common cause of software failure and security vulnerability. Existing approaches to detecting integer overflow errors rely on traditional static code analysis and dynamic testing. This paper presents a novel machine learning-based approach that predicts integer overflow errors ... View More