Prompt Injection Leading to RCE in binary-husky/gpt_academic Plugin `manim`
Priority HIGH 73CWE-94Published · Updated
Key facts
- Attack vector
- Network
- Privileges required
- Low
- User interaction
- None
- Attack complexity
- Low
- Impact type
- Code execution
- Confidentiality · integrity · availability
- High · High · High
- Fix status
- No fix listed
Attack profile from CVSS 3.0 · CNA. Fix status from CNA. Impact type from CWE-94.
Summary
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.
Why it matters now
Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.01508 74th percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by NVD
Fix No fix listed No fixed version in the sources yet
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- Poc
- Automatable
- No
- Technical impact
- Total
The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| binary-husky | binary-husky/gpt_academic | up to latest | — | No fix listed | CNA |
- binary-husky/gpt_academic Vendorbinary-husky Affected up to latest Fixed in — No fix listed CNA
CPE configurations NVD · 1
| CPE | Versions | Role | Vendor |
|---|---|---|---|
| cpe:2.3:a:binary-husky:gpt_academic:-:*:*:*:*:*:*:* | not specified by NVD | Vulnerable | binary-husky |
- cpe:2.3:a:binary-husky:gpt_academic:-:*:*:*:*:*:*:* Versions not specified by NVD Vulnerable ·binary-husky
Remediation
No fixed version listed by the sources yet.
Timeline
- 2026-10-02 Threatist record created from CVE-2024-10954
- 2026-10-03 Alias added: GHSA-m2gm-4vg9-pcc4
References
More binary-husky Gpt Academic vulnerabilities
- TI-2024-11495 Remote Code Execution in binary-husky/gpt_academic CVSS 3.0HIGH 8.8
- TI-2024-11494 Path Traversal in binary-husky/gpt_academic CVSS 3.0HIGH 8.8
- TI-2024-10228 Deserialization of Untrusted Data in binary-husky/gpt_academic CVSS 3.0HIGH 8.8
- TI-2024-10179 Local File Read (LFI) by Tarslip Symlink via arxiv_download() API in binary-husky/gpt_academic CVSS 3.0HIGH 8.8
- TI-2024-10150 Code Injection in binary-husky/gpt_academic CVSS 3.0HIGH 8.8
- TI-2025-18854 GPT Academic allows arbitary file read by tarfile uncompress within softlink CVSS 3.1HIGH 7.5
Sources
- CVE-2024-10954 · CVE Program
- CVE-2024-10954 · NVD
- FIRST EPSS
- GHSA-m2gm-4vg9-pcc4 · GitHub Advisory Database · CC BY 4.0
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