Missing Input Sanitization in Vibecoded Apps
Missing input sanitization in vibecoded apps opens the door to cross-site scripting (XSS), injection attacks, and data corruption. AI tools generate code that renders user input directly into the page without escaping, or constructs database queries with unsanitized parameters.
Last updated: 2026-03-14
Identifying Missing Input Sanitization
Test by entering HTML and JavaScript in every input field. Type <script>alert('xss')</script> into name fields, descriptions, and comments. If an alert box appears or the HTML is rendered as markup instead of text, the app is vulnerable to XSS. Check if special characters like angle brackets, quotes, and ampersands are displayed correctly or are being interpreted as code.
Look for user-generated content displayed elsewhere in the app. Profile names shown in comments, search terms reflected in the URL or page content, and form data displayed in confirmation screens are all places where unsanitized input can execute malicious code.
Reproducing Sanitization Bugs
Create a systematic test by entering known XSS payloads into every input field and checking where that input is displayed. Try inputs like <img src=x onerror=alert(1)>, javascript:alert(1) in URL fields, and SQL fragments like ' OR 1=1-- in search and login fields.
Test rich text editors and markdown inputs especially carefully. These features are designed to accept formatted content but must still sanitize dangerous elements. Check if users can embed iframes, scripts, or event handlers through these inputs.
Fixing Input Sanitization Issues
Never use dangerouslySetInnerHTML in React without sanitizing the content first with a library like DOMPurify. Use parameterized queries for all database operations — never concatenate user input into SQL strings. Encode output appropriate to the context: HTML-encode for HTML, URL-encode for URLs, and JavaScript-encode for inline scripts.
Implement Content Security Policy (CSP) headers as a defense-in-depth measure. Even if an XSS vulnerability exists, a strict CSP prevents inline scripts from executing. Validate and sanitize on both the client and server side — client-side sanitization alone is trivially bypassed.
Frequently Asked Questions
How dangerous is missing input sanitization?
Very dangerous. XSS vulnerabilities allow attackers to steal session tokens, redirect users to malicious sites, or perform actions on behalf of logged-in users. SQL injection can expose or destroy your entire database.
Does React automatically prevent XSS?
React escapes content in JSX expressions by default, which prevents most XSS. However, using dangerouslySetInnerHTML, href attributes with javascript: URLs, or rendering user input in non-JSX contexts bypasses this protection. AI-generated code frequently uses these unsafe patterns.
Ready to test your app?
Submit your vibecoded app and get real bug reports from paid human testers. Starting at just €15.
Related articles
Authentication Bypass in Vibecoded Apps
Detect authentication bypass vulnerabilities in AI-generated apps. Learn how vibecoded auth flows leak data and how to secure them properly.
Read moreBroken Form Validation in Vibecoded Apps
Identify and fix broken form validation in AI-generated apps. Learn how vibecoded forms miss edge cases and how human QA catches them.
Read moreAPI Response Errors in Vibecoded Apps
Identify and resolve API response errors in AI-generated apps. Malformed responses, wrong status codes, and missing fields break vibecoded apps.
Read more