Unvalidated Output Injection
- Category
- Output Handling
- Confidence
- 80% confidence
- Finding
Model output is used without validation or sanitization. Unvalidated output injected into downstream contexts (SQL, shell, HTML) enables injection attacks and arbitrary code execution.
- Content
md ## Universal Truths **AI output is a starting point.** Every AI logo needs vectorization, cleanup, and manual text refinement. Never use raw output as final. **Test at small sizes early.** If it doesn't work at 32px, simplify. Most real-world usage is small.
