- CVSS
- CRITICAL · 10v3.1CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H
- Published
- 2026-08-04
- Weakness
- CWE-200
- Source
- nvd.nist.gov/vuln/detail/CVE-2026-70478
Description
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.3, the POST /api/v1/oauth2-credential/refresh/:credentialId endpoint is included in WHITELIST_URLS and requires no authentication. The endpoint decrypts the stored credential, sends a refresh request to the configured OAuth provider with the client secret and refresh token, and returns the refreshed access_token in the response body. An attacker with a credential ID can use the token to access the victim’s connected service and can also exhaust refresh-token quota. This issue is fixed in 3.1.3.
References
How GTK Cyber trains on this
AI security training at GTK Cyber covers the LLM and ML-pipeline vulnerability classes that vulnerabilities like CVE-2026-70478 fall into. Our hands-on courses are taught by Charles Givre and other practitioners who break and defend production AI systems.