Description
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.3, the CSVAgent in packages/components/nodes/agents/CSVAgent/CSVAgent.ts extracted attacker-controlled CSV data with file.split(',').pop() and interpolated it directly into executable Python as base64_string = "${base64String}" before calling Pyodide. The validatePythonCodeForDataFrame() denylist only checked later LLM-generated code and did not validate this initial code block. An authenticated attacker could inject a closing quote followed by Python code, use Pyodide's js bridge to load Node.js child_process, and execute arbitrary operating system commands as root in the Flowise container. This issue is fixed in version 3.1.3.
Affected products
flowiseai: flowise
References5
- github.com/FlowiseAI/Flowise/security/advisories/GHSA-vmv7-4m6c… ExploitVendor Advisory
- github.com/FlowiseAI/Flowise/security/advisories/GHSA-vmv7-4m6c… ExploitVendor Advisory
- github.com/FlowiseAI/Flowise/commit/f4e2794f6a576b94578f2fdafbf… Patch
- github.com/FlowiseAI/Flowise/pull/6499 Issue TrackingPatch
- github.com/FlowiseAI/Flowise/releases/tag/flowise%403.1.3 PatchRelease Notes
Metrics
- CVSS 3.1
-
8.8
HIGH
Score source: NVD
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H - CVSS 4.0
-
9.2
CRITICAL
Score source: CNA
CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X - EPSS — exploit probability
- 1% percentile: 49 · as of 13 November 2026
- CWE
- CWE-94
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