Path Traversal Vulnerability in PDF Review Function (CWE-22)
Key facts
- Attack vector
- Network
- Privileges required
- None
- User interaction
- None
- Attack complexity
- Low
- Attack requirements
- None
- Impact type
- —
- Confidentiality · integrity · availability
- Low · High · None
- Fix status
- No fix listed
Attack profile from CVSS 4.0 · CNA. Fix status from CNA and GitHub.
Summary
Tiny-Scientist is a lightweight framework for automating the entire lifecycle of scientific research—from ideation to implementation, writing, and review. In versions 0.1.1 and below, a critical path traversal vulnerability has been identified in the review_paper function in backend/app.py. The vulnerability allows malicious users to access arbitrary PDF files on the server by providing crafted file paths that bypass the intended security restrictions. This vulnerability allows attackers to: read any PDF file accessible to the server process, potentially access sensitive documents outside the intended directory and perform reconnaissance on the server's file system structure. This issue does not currently have a fix.
Why it matters now
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- Poc
- Automatable
- Yes
- Technical impact
- Partial
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 |
|---|---|---|---|---|---|
| ulab-uiuc | tiny-scientist | up to 0.1.1 | — | No fix listed | CNA |
| — | tiny-scientist (PyPI) | up to 1.1.0 | — | No fix listed | GHSA-rrgf-hcr9-jq6h |
- tiny-scientist Vendorulab-uiuc Affected up to 0.1.1 Fixed in — No fix listed CNA
- tiny-scientist (PyPI) Vendor— Affected up to 1.1.0 Fixed in — No fix listed GHSA-rrgf-hcr9-jq6h
Remediation
No fixed version listed by the sources yet.
Timeline
- 2026-10-02 Threatist record created from CVE-2025-55149
- 2026-10-03 Alias added: GHSA-rrgf-hcr9-jq6h
- 2026-10-20 EPSS moved to the 50th–90th percentile
References
Sources
- CVE-2025-55149 · CVE Program
- CVE-2025-55149 · NVD
- FIRST EPSS
- GHSA-rrgf-hcr9-jq6h · GitHub Advisory Database · CC BY 4.0
This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences