What are security best practices for using ChatGPT code?
When using ChatGPT to generate code, always explicitly request secure coding patterns in your prompts, specifying requirements like parameterized queries, input validation, and proper authentication. Never use ChatGPT output for security-critical functions like encryption, authentication, or payment processing without expert review. Treat all AI-generated code as untrusted and subject it to the same security review process as third-party library code. Keep a security checklist specific to your stack and verify each item after integrating AI-generated code. Paid UNPWNED monitoring reruns bounded outside-in checks on schedule and alerts when completed findings change, regardless of who wrote the code. It does not enforce internal coding practices.
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Run free security scanLast reviewed: 2026-04-07. Based on publicly available security research and UNPWNED scan telemetry.
