CVE-2025-41419 json
MS SWIFT WEB-UI RCE Vulnerability
published 2025-07-31 15 mo ago modified 2026-07-07 4 mo ago also GHSA-7c78-rm87-5673 , PYSEC-2026-1682
- cvss
- —
- not scored
- cisa kev
- Not listed
- not in CISA's catalog
- epss
- —
- no EPSS score yet
- public exploits
- 0
- none known
Summary
**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 ```
3. After startup, access through browser at [http://localhost:7860/](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
5. 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
6. 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
* Discovered by: [TencentAISec](https://github.com/TencentAISec) * Contact: *[security@tencent.com](mailto:security@tencent.com)*
Patch / fix
Affected packages
| ecosystem | package | affected | fixed in |
|---|---|---|---|
| pypi | ms-swift | <3.7.0 |
3.7.0 |
Classification
- Weakness
-
- CWE-117 Improper Output Neutralization for Logs
References
-
github.com
/modelscope/ms-swift/commit/32f09e9b0a44f19d44210e2b5b47c58ab01740e1
web
-
github.com
/modelscope/ms-swift/security/advisories/GHSA-7c78-rm87-5673
web
-
github.com
/modelscope/ms-swift
package
-
pypi.org
/project/ms-swift
package
-
github.com
/advisories/GHSA-7c78-rm87-5673
advisory
-
nvd.nist.gov
/vuln/detail/CVE-2025-41419
advisory
Sources
- GitHub Advisory GHSA-7c78-rm87-5673
- OSV PYSEC-2026-1682
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