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CVE-2026-6598— langflow-ai langflow Project Creation Endpoint projects.py encrypt_auth_settings cleartext storage in file

Quick assessment

Affected
langflow-ai langflow
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Langflow是Langflow开源的一个用于构建多代理和 RAG 应用程序的可视化框架。 Langflow 1.8.3及之前版本存在安全漏洞，该漏洞源于对文件src/backend/base/Langflow/api/v1/projects.py中函数create_project/encrypt_auth_settings的错误操作，可能导致明文存储。

CVSS 4.3 · Medium EPSS 0.24% · P14

Possible ATT&CK Techniques 1 AI

T1565.001 · Stored Data Manipulation
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I. Basic Information for CVE-2026-6598

Vulnerability Information
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Vulnerability Title
langflow-ai langflow Project Creation Endpoint projects.py encrypt_auth_settings cleartext storage in file
Source: CVE Program / CVE List V5
Vulnerability Description
A security vulnerability has been detected in langflow-ai langflow up to 1.8.3. The affected element is the function create_project/encrypt_auth_settings of the file src/backend/base/Langflow/api/v1/projects.py of the component Project Creation Endpoint. Such manipulation of the argument auth_settings leads to cleartext storage in a file or on disk. The attack can be launched remotely. The exploit has been disclosed publicly and may be used. The vendor was contacted early about this disclosure but did not respond in any way.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:N/A:N
Source: CVE Program / CVE List V5
Vulnerability Type
在文件或磁盘上的明文存储
Source: CVE Program / CVE List V5
Vulnerability Title
Langflow 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Langflow是Langflow开源的一个用于构建多代理和 RAG 应用程序的可视化框架。 Langflow 1.8.3及之前版本存在安全漏洞，该漏洞源于对文件src/backend/base/Langflow/api/v1/projects.py中函数create_project/encrypt_auth_settings的错误操作，可能导致明文存储。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
langflow-ai langflow 1.8.0 cpe:2.3:a:langflow:langflow:*:*:*:*:*:*:*:*

II. Public POCs for CVE-2026-6598

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III. Intelligence Information for CVE-2026-6598

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Proof of Concept for CVE-2026-6598 (1)

Same Patch Batch · langflow-ai · 2026-04-20 · 5 CVEs total

CVE-2026-6596 7.3 HIGH langflow-ai langflow API Endpoint endpoints.py create_upload_file unrestricted upload
CVE-2026-6599 6.3 MEDIUM langflow-ai langflow Model Context Protocol Configuration API mcp_projects.py install_mcp_
CVE-2026-6600 3.5 LOW langflow-ai langflow Frontend React Component Rendering edit-message.tsx cross site script
CVE-2026-6597 2.7 LOW langflow-ai langflow Flow Using API core.py has_api_terms credentials storage

IV. Related Vulnerabilities

Same product: langflow
Same vendor: langflow-ai
Same weakness: CWE-313

V. Comments for CVE-2026-6598

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