Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P/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
Primary rating from NVD · only source for this CVE.
CVSS VectorNVD
Lifecycle Timeline
8DescriptionCVE.org
A security vulnerability has been detected in vanna-ai vanna up to 2.0.2. The affected element is an unknown function of the component Legacy Flask API. The manipulation leads to improper authorization. It is possible to initiate the attack 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.
AnalysisAI
Improper authorization in Vanna AI's Legacy Flask API allows remote unauthenticated attackers to bypass authentication controls and gain unauthorized access. Affects Vanna versions up to 2.0.2. A publicly available proof-of-concept exploit has been disclosed on GitHub, though vendor has not responded to disclosure. CVSS 7.3 severity reflects network-accessible attack with low complexity requiring no privileges or user interaction, enabling confidentiality, integrity, and availability impacts.
Technical ContextAI
Vanna is a Python-based AI framework for text-to-SQL generation, providing a Flask API for interaction. The Legacy Flask API component contains an improper authorization vulnerability (CWE-285), a class of security weakness where the software does not properly perform access control checks, allowing actors to obtain unintended access to resources or functionality. The CPE identifier cpe:2.3:a:vanna-ai:vanna targets the vanna-ai product namespace. The vulnerability exists in legacy API endpoints that likely fail to validate authorization tokens or session credentials before processing requests, enabling unauthorized API operations against the Vanna service.
RemediationAI
Upstream fix version not independently confirmed at time of analysis. The vendor has not responded to vulnerability disclosure or released a patched version for versions up to 2.0.2. Organizations should immediately implement compensating controls: Disable or restrict network access to the Legacy Flask API endpoints using firewall rules or API gateway policies, limiting exposure to trusted internal networks only. Deploy authentication proxy (such as nginx with HTTP basic auth or OAuth2 proxy) in front of Vanna Flask endpoints to enforce authentication before requests reach the vulnerable component, though this adds latency and operational complexity. Monitor Vanna GitHub repository and PyPI releases for version 2.0.3 or later containing authorization fixes. Subscribe to VulDB advisory https://vuldb.com/vuln/359520 for patch notifications. Consider migrating to alternative text-to-SQL frameworks with active security maintenance if vendor responsiveness does not improve within your organization's risk tolerance window.
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Same weakness CWE-285 – Improper Authorization
View allSame technique Authentication Bypass
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-25653