PYSEC-2026-1967
TinyScientist has Path Traversal Vulnerability in PDF Review Function (CWE-22)
Details
## Description A critical path traversal vulnerability (CWE-22) 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.
## Impact This vulnerability allows attackers to: - Read any PDF file accessible to the server process - Potentially access sensitive documents outside the intended directory - Perform reconnaissance on the server's file system structure
## Vulnerable Code The issue occurs in the `review_paper` function around line 744:
```python if pdf_path.startswith("/api/files/"): # Safe path handling for API routes relative_path = pdf_path[len("/api/files/"):] generated_base = os.path.join(project_root, "generated") absolute_pdf_path = os.path.join(generated_base, relative_path) else: absolute_pdf_path = pdf_path # VULNERABLE: Direct use of user input ```
## Proof of Concept ```bash curl -X POST http://localhost:5000/api/review \ -H "Content-Type: application/json" \ -d '{"pdf_path": "/etc/passwd"}' ```
## Credit This vulnerability was discovered and reported by Ruizhe.
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Affected packages
0No fixed version published yet for tiny-scientist (pip). Pin to a known-safe version or switch to an alternative.
References
- https://github.com/ulab-uiuc/tiny-scientist/security/advisories/GHSA-rrgf-hcr9-jq6h[WEB]
- https://nvd.nist.gov/vuln/detail/CVE-2025-55149[ADVISORY]
- https://github.com/ulab-uiuc/tiny-scientist/commit/7fd42873603012acb8c55a4fc3eaac9ab18e6559[WEB]
- https://github.com/ulab-uiuc/tiny-scientist[PACKAGE]
- https://pypi.org/project/tiny-scientist[PACKAGE]
- https://github.com/advisories/GHSA-rrgf-hcr9-jq6h[ADVISORY]