Tag: AI code security
Data Classification Rules for Vibe Coding Inputs and Outputs: A Governance Guide
Learn how to secure AI-generated code with data classification rules. Explore tiered governance frameworks, PII handling, and secret management for vibe coding.
Why Functional Vibe-Coded Apps Can Still Hide Critical Security Flaws
Vibe-coded apps built with AI assistants may work perfectly but often hide critical security flaws like hardcoded secrets, client-side auth bypasses, and exposed internal tools. These flaws evade standard testing and are growing rapidly - here’s how to spot and fix them.
Preventing RCE in AI-Generated Code: How to Stop Deserialization and Input Validation Attacks
AI-generated code often contains dangerous deserialization flaws that lead to remote code execution. Learn how to prevent RCE by replacing unsafe formats like pickle with JSON, validating inputs, and securing your AI prompts.
