How Researchers Uncovered Vulnerabilities in Vibe-Coded Apps

Escape’s security team analyzed more than 5,600 applications built using vibe-coding platforms, identifying over 2,000 vulnerabilities, 400 exposed secrets, and 175 cases of personal data exposure. Their approach combined data collection from public sources, subdomain enumeration, automated attack surface mapping, static scans of frontend bundles, and passive dynamic testing. The methodology emphasized conservative verification to ensure findings were high-confidence and accurately reflected the security risks of low-code and vibe-coding ecosystems. 

https://escape.tech/blog/methodology-how-we-discovered-vulnerabilities-apps-built-with-vibe-coding/

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