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TI-2025-34832 Aliases CVE-2025-55149GHSA-rrgf-hcr9-jq6h

Path Traversal Vulnerability in PDF Review Function (CWE-22)

Priority HIGH 69CWE-22Published · Updated

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

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00718 54th percentileScored 2026-11-07
Fix No fix listed No fixed version in the sources yet

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

VendorProductAffected versionsFixed inStatusSource
ulab-uiuctiny-scientistup to 0.1.1—No fix listedCNA
—tiny-scientist (PyPI)up to 1.1.0—No fix listedGHSA-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

  1. 2026-10-02 Threatist record created from CVE-2025-55149
  2. 2026-10-03 Alias added: GHSA-rrgf-hcr9-jq6h
  3. 2026-10-20 EPSS moved to the 50th–90th percentile

References

Sources