Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.3, the CSVAgent node allowed users to provide Python code that is executed through pyodide; although a denylist blocked dangerous Python constructs, pandas.read_pickle() could deserialize a pickled payload and achieve code execution without matching the denied words. The affected file is flowise-components/nodes/agents/CSVAgent/CSVAgent.ts, where user-supplied customReadCSVFunc is evaluated as pd.${customReadCSVFunc}. An authenticated user who can create or modify a chatflow can add a CSV Agent, place a malicious read_pickle payload in the Additional Parameters, save the chatflow, and trigger /api/v1/prediction/<UUID> to execute commands. This issue is fixed in version 3.1.3.
Fix
Patch, vendor advisory and mitigation references on NVD 5
- https://github.com/FlowiseAI/Flowise/commit/c79fe56a6c249850e96bce9b4859f7a0083e4507 Patch
- https://github.com/FlowiseAI/Flowise/pull/6257 Issue Tracking, Patch
- https://github.com/FlowiseAI/Flowise/releases/tag/[email protected] Patch, Release Notes
- https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-x6vm-w76m-8j7g Exploit, Vendor Advisory
- https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-x6vm-w76m-8j7g Exploit, Vendor Advisory
Every line above is quoted from NVD, CISA, Microsoft, the vendor's own advisory or DISA; nothing is generated.
Change history 1
- First seenCVSS 9.4 · flowiseaiNVD modified 2026-10-23 21:10
Affected (CPE criteria) 1
cpe:2.3:a:flowiseai:flowise:*:*:*:*:*:*:*:*
References 5
- https://github.com/FlowiseAI/Flowise/commit/c79fe56a6c249850e96bce9b4859f7a0083e4507 Patch
- https://github.com/FlowiseAI/Flowise/pull/6257 Issue Tracking, Patch
- https://github.com/FlowiseAI/Flowise/releases/tag/[email protected] Patch, Release Notes
- https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-x6vm-w76m-8j7g Exploit, Vendor Advisory
- https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-x6vm-w76m-8j7g Exploit, Vendor Advisory