CVE-2026-70477

Flowise: CSV Agent Prompt Injection Remote Code Execution Vulnerability

CRITICAL
9.8
CVSS Score
Published: August 4, 2026 at 07:29 PM UTC
Updated: October 24, 2026 at 03:10 PM UTC
1 product affected across 1 vendorFlowise

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Severity
CRITICAL9.8
Exploit prediction
EPSS 0.8%
SSVC
PoC

Description

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

Our own answer: ranges merged, affected separated from platform-only, with confidence and review flags.

v < 3.1.3
Affected range stops below 3.1.2, so it looks safe — our inference, not a vendor statement
Affected range stops below 3.1.3, so it looks safe — our inference, not a vendor statement

References (4)

x_refsource_CONFIRMVendor Advisory
Source: cverecord
https://github.com/FlowiseAI/Flowise/security/advisories/GHSA-5xvg-pmgg-3mxr
x_refsource_MISCIssue TrackingPatch
Source: cverecord
https://github.com/FlowiseAI/Flowise/pull/6499
x_refsource_MISCRelease Notes
Source: cverecord
https://github.com/FlowiseAI/Flowise/releases/tag/[email protected]

SSVC — Action Prioritization

SSVCPoCAutomatableTotal impact

SSVC signals action urgency (what to patch first), separate from CVSS which measures severity.

CVSS

Attack Vector
NETWORK
Complexity
LOW
Privileges
NONE
User Interaction
NONE
Scope
UNCHANGED
Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH
Vector?

Quick Info

StatusANALYZED
CWE
CWE-94

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