AI Security Testing Outruns Its Evidence: A Literature Survey of the State of the Field as of October 2026
Artificial intelligence moved from an assistant for individual security-testing steps to a credible autonomous finder, exploiter and fixer of software vulnerabilities between 2023 and October 2026, but the evidence for that shift is uneven. This narrative survey synthesises research on four technical strands (AI-driven...