A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning - Shiri Harzevili, Nima; Boaye Belle, Alvine; Wang, Junjie; Wang, Song; Jiang, Zhen Ming (Jack); Nagappan, Nachiappan (ACM computing surveys, 2025)
Keywords: Deep learning; Digital libraries; Digital systems; Embedding; Graph neural networks; International conferences; Literature reviews; Machine learning; Neural networks; Recurrent neural networks; Reliability engineering; Representations; Security and privacy; Software engineering; Software reliability; Software security engineering; Source code; Systematic review; Taxonomy; deep learning; software security; software bug detection; Source code; machine learning; software vulnerability detection