- CVSS
- MEDIUM · 6.1v3.1CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N
- Published
- 2024-07-01
- Weakness
- CWE-79, CWE-79
- Source
- nvd.nist.gov/vuln/detail/CVE-2024-36422
Description
Flowise is a drag & drop user interface to build a customized large language model flow. In version 1.4.3 of Flowise, a reflected cross-site scripting vulnerability occurs in the api/v1/chatflows/id endpoint. If the default configuration is used (unauthenticated), an attacker may be able to craft a specially crafted URL that injects Javascript into the user sessions, allowing the attacker to steal information, create false popups, or even redirect the user to other websites without interaction. If the chatflow ID is not found, its value is reflected in the 404 page, which has type text/html. This allows an attacker to attach arbitrary scripts to the page, allowing an attacker to steal sensitive information. This XSS may be chained with the path injection to allow an attacker without direct access to Flowise to read arbitrary files from the Flowise server. As of time of publication, no known patches are available.
References
- https://github.com/FlowiseAI/Flowise/blob/flowise-ui%401.4.0/packages/server/src/index.ts#L312-L312
- https://securitylab.github.com/advisories/GHSL-2023-232_GHSL-2023-234_Flowise/
- https://github.com/FlowiseAI/Flowise/blob/flowise-ui%401.4.0/packages/server/src/index.ts#L312-L312
- https://securitylab.github.com/advisories/GHSL-2023-232_GHSL-2023-234_Flowise/
How GTK Cyber trains on this
AI security training at GTK Cyber covers the LLM and ML-pipeline vulnerability classes that vulnerabilities like CVE-2024-36422 fall into. Our hands-on courses are taught by Charles Givre and other practitioners who break and defend production AI systems.