CVE Tools
Sign in

CVE-2024-10954

Prompt Injection Leading to RCE in binary-husky/gpt_academic Plugin `manim`

Published: Mar 20, 2025Updated: Oct 15, 2025 Sources: CVE List NVDCWE-94
NVD MITRE
8.8CVSSHIGH
EPSS Score
1.3%
Top 32.2%
CISA KEV
Not in KEV
Exploits
1 Known
Remediation
No Fix Available

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.

CVSS Vector Breakdown

AV:NAC:LPR:LUI:NS:UC:HI:HA:H
Exploitability
AV:NAttack Vector
Network
AC:LAttack Complexity
Low
PR:LPrivileges Required
Low
UI:NUser Interaction
None
Scope
S:UScope
Unchanged
Impact
C:HConfidentiality
High
I:HIntegrity
High
A:HAvailability
High
Open in CVSS calculator →

Weaknesses

CWE-94

Affected Products

gpt academicbinary-husky
Mixed
AI / ML / ai-agent-tooling
binary-husky/gpt_academicbinary-husky
Mixed
AI / ML / ai-agent-tooling
binary-huskyoss-projectAI / MLaka binary-husky/gpt_academic, gpt academic, gpt_academic

Attack Graph

Products CVE Techniques Tactics

Click technique nodes to view MITRE ATT&CK details. Scroll to zoom, drag to pan.

Exploitability

1 exploit source identified

Exploit details including PoC links, Metasploit modules, and scanner templates are available after registration.

View exploit details

MITRE ATT&CK

2 techniques
Execution
Initial Access
View detailed technique mapping

References

https://huntr.com/bounties/72d034e3-6ca2-495d-98a7-ac9565588c09
huntr.com

Timeline

Published
Mar 20, 2025
Last Updated
Oct 15, 2025

Unlock Complete Vulnerability Intelligence

Get the full picture for CVE-2024-10954 and every CVE in our database. Create a free account — no credit card required.

Create Free Account
Plain-language analysis
Impact assessment and exploitation scenario in plain English
Attack graph visualization
Interactive attack path and kill chain mapping
Exploit details & PoC links
ExploitDB, Metasploit, GitHub PoCs with direct links
Nuclei scanner templates
Ready-to-use vulnerability scanner templates
Full remediation guide
Patch instructions, workarounds, and compliance impact
Interactive AI chat
Ask questions about this vulnerability in natural language
Related vulnerabilities
Semantically similar CVEs and attack patterns
REST API & MCP access
Integrate vulnerability data into your workflows