Description
Flowise before 3.1.4 fails to validate chatflow visibility in the unauthenticated text-to-speech endpoint, allowing attackers to abuse private chatflow TTS credentials. Unauthenticated attackers can generate unlimited text-to-speech audio using stored OpenAI or ElevenLabs API keys by providing a valid chatflow UUID, incurring costs on the chatflow owner's account.
Metrics
CVSS 3.1 5.3/10
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:L/A:NWeakness enumeration
Affected software
| Vendor | Product | Versions |
|---|---|---|
| FlowiseAI | Flowise | < 3.1.4 |
References
- https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-8gj2-2cvc-6xx7Exploit, Mitigation, Vendor Advisory
- https://www.vulncheck.com/advisories/flowise-before-credential-abuse-via-text-to-speechThird Party Advisory
- https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-8gj2-2cvc-6xx7Exploit, Mitigation, Vendor Advisory
Timeline
- Published
- Aug 13, 2026
- Last modified
- Oct 24, 2026
- NVD status
- Analyzed