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
```
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)*
Affected packages
| Ecosystem | Package | Affected | Fixed | Record |
|---|---|---|---|---|
| PyPI | ms-swift | < 3.7.0 | 3.7.0 | GHSA-7c78-rm87-5673 |