# GHSA-JQMF-MX4F-HFR6: GHSA-JQMF-MX4F-HFR6: Multiple Remote Code Execution and Security Flaws in Vibe-Trading AI-Agent Pipeline

> Source: <https://dev.to/cverports/ghsa-jqmf-mx4f-hfr6-ghsa-jqmf-mx4f-hfr6-multiple-remote-code-execution-and-security-flaws-in-4bi0>
> Published: 2026-10-03 15:31:01+00:00

# 
  
  
  GHSA-JQMF-MX4F-HFR6: Multiple Remote Code Execution and Security Flaws in Vibe-Trading AI-Agent Pipeline

**Vulnerability ID:** GHSA-JQMF-MX4F-HFR6

**CVSS Score:** 10.0

**Published:** 2026-10-02

An in-depth technical analysis of multiple critical security flaws identified in the Vibe-Trading ecosystem (vibe-trading-ai). These issues range from unauthenticated remote command injection via agent tool executions to arbitrary Python execution through dynamic module loading and unsafe Jinja2 template autoescaping, allowing full system compromise.

## 
  
  
  TL;DR

Unauthenticated remote attackers can execute arbitrary OS commands and Python scripts as root via vulnerable AI-agent tool workflows, backtest runner dynamics, and SSRF points in Vibe-Trading < 0.1.7.

### 
  
  
  ⚠️ Exploit Status: POC

## 
  
  
  Technical Details

- 
**CWE ID** : CWE-78, CWE-94, CWE-918
- 
**Attack Vector** : Network / Unauthenticated API Request
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**CVSS v3.1** : 10.0 (Critical)
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**CVSS v4.0** : 9.3 (Critical)
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**Exploit Status** : Proof-of-Concept (PoC) Publicly Available
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**Impact** : Remote Code Execution (RCE) / Full System Compromise
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**Root Cause** : Direct shell execution, unsafe dynamic imports, and lack of authentication defaults

## 
  
  
  Affected Systems

- Vibe-Trading API service
- vibe-trading-ai python package
- Vibe-Trading backtest execution environment
- 
**vibe-trading-ai** : >= 0.1.0, < 0.1.7 (Fixed in:`0.1.7` )

## 
  
  
  Code Analysis

Implement core API authentication, opt-in policies for shell tools, path traversal checks, and AST structural verification of dynamic python script modules.

## 
  
  
  Exploit Details

## 
  
  
  Mitigation Strategies

- Disable powerful shell utilities by ensuring VIBE_TRADING_ENABLE_SHELL_TOOLS is not set to 1.
- Enforce API token authentication policies using unique API keys verified via hmac.compare_digest.
- Perform static analysis of all LLM-generated modules with Python's ast framework before dynamic loading.

**Remediation Steps:**

1. Upgrade the python package vibe-trading-ai to version 0.1.7 or higher.
2. Implement the non-privileged service user 'vibe' in Dockerfile configurations.
3. Map API ports only to 127.0.0.1 within docker-compose.yml files.

## 
  
  
  References

*[Read the full report for GHSA-JQMF-MX4F-HFR6 on our website](https://cvereports.com/reports/GHSA-JQMF-MX4F-HFR6) for more details including interactive diagrams and full exploit analysis.*