Cloud Vulnerability DB
A community-led vulnerabilities database
Introducing Wiz for Exposure Management: Unify, prioritize, and remediate exposures everywhere.
Vulnerability DatabaseGHSA-7c78-rm87-5673
GHSA-7c78-rm87-5673:
Python vulnerability analysis and mitigation
Overview
The vulnerability (GHSA-7c78-rm87-5673) affects the ms-swift package versions up to 3.6.3. It is a Remote Code Execution (RCE) vulnerability in the web-ui component that allows attackers to execute arbitrary commands through parameter injection. The vulnerability was discovered by TencentAISec and disclosed on July 31, 2025 (GitHub Advisory).
Technical details
The vulnerability exists in the LLM Training interface of the web-ui component. When users input parameters like Model ID and Dataset Code, the --outputdir parameter can be manipulated through packet capture. The application concatenates these parameters directly with commands without proper sanitization in the swift.ui.llmtrain.llm_train.LLMTrain#train() method. The vulnerability is rated as Moderate severity with a CVSS score of 5.1 (GitHub Advisory).
Impact
If exploited, this vulnerability allows attackers to execute arbitrary commands on the target system through command injection in the --output_dir parameter. The impact includes potential system compromise with the privileges of the application process (GitHub Advisory).
Mitigation and workarounds
The recommended fix involves modifying the swift.ui.llmtrain.llmtrain.LLMTrain#train() method to prevent direct command concatenation and changing the swift.ui.llmtrain.llmtrain.LLMTrain#train_local() method to use subprocess.run([cmd, arg1, arg2...]) instead of os.system for command execution. Users should upgrade to version 3.7 or later which contains the security fix (GitHub Advisory).
Additional resources
Source: This report was generated using AI
Free Vulnerability Assessment
Benchmark your Cloud Security Posture
Evaluate your cloud security practices across 9 security domains to benchmark your risk level and identify gaps in your defenses.
Additional Wiz resources
Get a personalized demo
Ready to see Wiz in action?
"Best User Experience I have ever seen, provides full visibility to cloud workloads."
David EstlickCISO
"Wiz provides a single pane of glass to see what is going on in our cloud environments."
Adam FletcherChief Security Officer
"We know that if Wiz identifies something as critical, it actually is."
Greg PoniatowskiHead of Threat and Vulnerability Management