VYPR
Medium severityGHSA Advisory· Published Jul 31, 2025· Updated Oct 23, 2025

MS SWIFT WEB-UI RCE Vulnerability

CVE-2025-41419

Description

I. Detailed Description:

This includes scenarios, screenshots, vulnerability reproduction methods. For account-related vulnerabilities, please provide test accounts. If the reproduction process is complex, you may record a video, upload it to Taopan, and attach the link.

1. Install ms-swift `` pip install ms-swift -U ``

2. Start web-ui `` swift web-ui --lang en ``

  1. After startup, access through browser at http://localhost:7860/ to see the launched fine-tuning framework program

4. Fill in necessary parameters In the LLM Training interface, fill in required parameters including Model id, Dataset Code. The --output_dir can be filled arbitrarily as it will be modified later through packet capture

  1. Click Begin to start training. Capture packets and modify the parameter corresponding to --output_dir

You can see the concatenated command being executed in the terminal where web-ui was started

  1. Wait for the program to run (testing shows it requires at least 5 minutes), and you can observe the effect of command execution creating files

II. Vulnerability Proof (Write POC here): `` /tmp/xxx'; touch /tmp/inject_success_1; # ``

III. Fix Solution: 1. The swift.ui.llm_train.llm_train.LLMTrain#train() method should not directly concatenate parameters with commands after receiving commands from the frontend 2. The swift.ui.llm_train.llm_train.LLMTrain#train_local() method should not use os.system for execution, but should be changed to subprocess.run([cmd, arg1, arg2...]) format

Author

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Affected packages

Versions sourced from the GitHub Security Advisory.

PackageAffected versionsPatched versions
ms-swiftPyPI
< 3.7.03.7.0

Affected products

2

Patches

Vulnerability mechanics

References

3

News mentions

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