CVE-2026-70477
published 2026-08-04CVE-2026-70477: Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.3, a prompt injection sent to a chatflow using a CSV…
PriorityP261critical9.5CVSS 4.0
AVNACHATPPRNUINVCHVIHVAHSCHSIHSAHEXCRXIRXARXMAVXMACXMATXMPRXMUIXMVCXMVIXMVAXMSCXMSIXMSAXSXAUXRXVXREXUX
EPSS
0.44%
37.2th percentile
Flowise is a drag & drop user interface to build a customized large language model flow. Prior to 3.1.3, a prompt injection sent to a chatflow using a CSV Agent node can cause the LLM to respond with a malicious Python script that bypasses the blocklist validator and executes in an unsandboxed Pyodide environment. The specific flaw exists within the run method of the CSV_Agents class, where untrusted data is used to construct an LLM prompt and the resulting pythonCode is validated by validatePythonCodeForDataFrame before execution. An attacker can leverage this to execute arbitrary code in the context of the service account. This issue is fixed in 3.1.3.
Affected
3 ranges
| Vendor | Product | Version range | Fixed in |
|---|---|---|---|
| flowiseai | flowise | < 3.1.2 | 3.1.2 |
| flowiseai | flowise | >= 0 < 3.1.3 | 3.1.3 |
| flowiseai | flowise-components | >= 0 < 3.1.3 | 3.1.3 |
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GHSA
Flowise: CSV Agent Prompt Injection Remote Code Execution Vulnerability
ghsa·2026-08-04
CVE-2026-70477 [CRITICAL] CWE-94 Flowise: CSV Agent Prompt Injection Remote Code Execution Vulnerability
Flowise: CSV Agent Prompt Injection Remote Code Execution Vulnerability
-- ABSTRACT -------------------------------------
Trend Micro's Zero Day Initiative has identified a vulnerability affecting the following products:
Flowise - Flowise
-- VULNERABILITY DETAILS ------------------------
* Version tested: 3.1.1
* Installer file: https://github.com/FlowiseAI/Flowise (npm install [email protected])
* Platform tested: Ubuntu 25.10
---
A prompt injection sent to a chatflow using a CSV Agent node can cause the LLM to respond with a malicious Python script that bypasses the blocklist validator and executes in an unsandboxed pyodide environment. An attacker can leverage this to execute arbitrary code in the context of the user running the server.
```
This vulnerability allows remote attackers t
VulDB
FlowiseAI Flowise up to 3.1.2 CSV Agent CSV_Agents.run injection
vuldb·2026-08-04·CVSS 9.5
CVE-2026-70477 [CRITICAL] FlowiseAI Flowise up to 3.1.2 CSV Agent CSV_Agents.run injection
A vulnerability, which was classified as critical, was found in FlowiseAI Flowise up to 3.1.2. Impacted is the function CSV_Agents.run of the component CSV Agent. Such manipulation leads to injection.
This vulnerability is referenced as CVE-2026-70477. It is possible to launch the attack remotely. No exploit is available.
You should upgrade the affected component.
No detection rules found.
No public exploits indexed.
https://github.com/FlowiseAI/Flowise/commit/f4e2794f6a576b94578f2fdafbf49c2fb304626chttps://github.com/FlowiseAI/Flowise/pull/6499https://github.com/FlowiseAI/Flowise/releases/tag/[email protected]https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-5xvg-pmgg-3mxrhttps://github.com/FlowiseAI/Flowise/security/advisories/GHSA-5xvg-pmgg-3mxr
2026-08-04
Published