Cyber Posture

CVE-2024-11031

HighPublic PoC

Published: 20 March 2025

Published
20 March 2025
Modified
15 July 2025
KEV Added
Patch
CVSS Score 7.5 CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
EPSS Score 0.0023 45.7th percentile
Risk Priority 15 60% EPSS · 20% KEV · 20% CVSS

Description

Adversaries may attempt to exploit a weakness in an Internet-facing host or system to initially access a network.

Security Summary

CVE-2024-11031 is a Server-Side Request Forgery (SSRF) vulnerability, classified as CWE-918, affecting version 3.83 of binary-husky/gpt_academic. The flaw exists in the Markdown_Translate.get_files_from_everything() API and is exploited through the HotReload(Markdown翻译中) plugin function, which performs insufficient validation by only checking if provided links start with 'http'. This allows the plugin to download content from arbitrary web hosts via the affected GPT Academic Gradio Web server.

Attackers require only network access with no authentication or user interaction, as indicated by the CVSS v3.1 base score of 7.5 (AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N). Exploitation occurs when victims use the plugin with a malicious link, enabling attackers to leverage the Gradio Web server's credentials to access unauthorized web resources and potentially exfiltrate sensitive data.

Mitigation details are available in the Huntr advisory at https://huntr.com/bounties/d27d89a7-7d54-45b9-a9eb-66c00bc56e02.

Details

CWE(s)
CWE-918

Affected Products

binary-husky
gpt academic
3.83

AI Security Analysis

AI Category
Other Platforms
Risk Domain
N/A
OWASP Top 10 for LLMs 2025
None mapped
MITRE ATLAS Techniques
None mapped
Classification Reason
Regex match

MITRE ATT&CK Enterprise Techniques

T1190 Exploit Public-Facing Application Initial Access
Adversaries may attempt to exploit a weakness in an Internet-facing host or system to initially access a network.
Why these techniques?

The SSRF vulnerability in the public-facing Gradio Web server (via the Markdown_Translate plugin) directly enables remote exploitation of the application without authentication, allowing arbitrary outbound requests to unauthorized web resources for data access/exfiltration.

Confidence: HIGH · MITRE ATT&CK Enterprise v19.0

References