CVE-2025-55149

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.

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.

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:

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

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.

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.

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.

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:

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

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.

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:

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

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.