CVE-2024-10954— Prompt Injection Leading to RCE in binary-husky/gpt_academic Plugin `manim`
Quick assessment
Affected
binary-husky binary-husky/gpt_academic
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.
GPT Academic是binary-husky个人开发者的一个为 GPT/GLM 等 LLM 大语言模型提供实用化交互的接口。 GPT Academic存在命令注入漏洞，该漏洞源于manim插件中处理用户提供的提示不当，可能导致远程代码执行。
Possible ATT&CK Techniques 2 AI
T1059 · Command and Scripting Interpreter T1190 · Exploit Public-Facing Application
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I. Basic Information for CVE-2024-10954
Vulnerability Information
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Vulnerability Title
Prompt Injection Leading to RCE in binary-husky/gpt_academic Plugin `manim`
Source: CVE Program / CVE List V5
Vulnerability Description
In the `manim` plugin of binary-husky/gpt_academic, versions prior to the fix, a vulnerability exists due to improper handling of user-provided prompts. The root cause is the execution of untrusted code generated by the LLM without a proper sandbox. This allows an attacker to perform remote code execution (RCE) on the app backend server by injecting malicious code through the prompt.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
对生成代码的控制不恰当(代码注入)
Source: CVE Program / CVE List V5
Vulnerability Title
GPT Academic 命令注入漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
GPT Academic是binary-husky个人开发者的一个为 GPT/GLM 等 LLM 大语言模型提供实用化交互的接口。 GPT Academic存在命令注入漏洞，该漏洞源于manim插件中处理用户提供的提示不当，可能导致远程代码执行。
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 |
|---|---|---|---|---|
| binary-husky | binary-husky/gpt_academic | unspecified ~ latest | - |
|
II. Public POCs for CVE-2024-10954
| # | POC Description | Source Link | Shenlong Link |
|---|
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Vendor Advisories for CVE-2024-10954 (1)
Same Patch Batch · binary-husky · 2025-03-20 · 20 CVEs total
| CVE-2024-11030 | SSRF in binary-husky/gpt_academic | |
| CVE-2024-10948 | Arbitrary File Read via Upload Function in binary-husky/gpt_academic | |
| CVE-2024-10714 | Denial of Service in binary-husky/gpt_academic | |
| CVE-2024-10812 | Open Redirect in binary-husky/gpt_academic | |
| CVE-2024-10819 | CSRF to XSS in binary-husky/gpt_academic | |
| CVE-2024-10956 | Cross-Site WebSocket Hijacking in binary-husky/gpt_academic | |
| CVE-2024-10950 | Code Injection in binary-husky/gpt_academic | |
| CVE-2024-10986 | Local File Read (LFI) by Tarslip Symlink via arxiv_download() API in binary-husky/gpt_acad | |
| CVE-2024-11039 | Deserialization of Untrusted Data in binary-husky/gpt_academic | |
| CVE-2024-11033 | Denial of Service (DoS) in binary-husky/gpt_academic | |
| CVE-2025-0183 | Stored XSS in binary-husky/gpt_academic | |
| CVE-2024-11031 | SSRF in binary-husky/gpt_academic | |
| CVE-2024-11037 | Path Traversal in binary-husky/gpt_academic | |
| CVE-2024-12392 | Server-Side Request Forgery (SSRF) in binary-husky/gpt_academic | |
| CVE-2024-12391 | Regular Expression Denial of Service (ReDoS) in binary-husky/gpt_academic | |
| CVE-2024-12387 | Improper Input Validation in binary-husky/gpt_academic | |
| CVE-2024-12389 | Path Traversal in binary-husky/gpt_academic | |
| CVE-2024-12388 | Regular Expression Denial of Service (ReDoS) in binary-husky/gpt_academic | |
| CVE-2024-12390 | Remote Code Execution in binary-husky/gpt_academic |
IV. Related Vulnerabilities
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CVE-2024-10956
Cross-Site WebSocket Hijacking in binary-husky/gpt_academic -
CVE-2024-12392
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CVE-2024-12387
Improper Input Validation in binary-husky/gpt_academic -
CVE-2024-11030
SSRF in binary-husky/gpt_academic -
CVE-2024-10948
Arbitrary File Read via Upload Function in binary-husky/gpt_
Same vendor: binary-husky
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CVE-2024-12387
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