CVE-2024-45848
📋 TL;DR
This vulnerability allows remote code execution on MindsDB servers when the ChromaDB integration is installed. Attackers can execute arbitrary Python code by sending specially crafted INSERT queries to databases using the ChromaDB engine. Organizations running MindsDB versions 23.12.4.0 through 24.7.4.1 with ChromaDB integration are affected.
💻 Affected Systems
- MindsDB
📦 What is this software?
Mindsdb by Mindsdb
⚠️ Risk & Real-World Impact
Worst Case
Complete server compromise allowing attackers to execute arbitrary commands, steal data, install malware, pivot to other systems, and maintain persistent access.
Likely Case
Data exfiltration, installation of cryptocurrency miners or ransomware, and creation of backdoors for future access.
If Mitigated
Limited impact due to network segmentation, minimal privileges, and proper input validation preventing successful exploitation.
🎯 Exploit Status
Exploitation requires database access to execute INSERT queries. The vulnerability involves passing user-controlled input to eval() function without proper sanitization.
🛠️ Fix & Mitigation
✅ Official Fix
Patch Version: 24.7.4.2 or later
Vendor Advisory: https://hiddenlayer.com/sai-security-advisory/2024-09-mindsdb/
Restart Required: Yes
Instructions:
1. Upgrade MindsDB to version 24.7.4.2 or later. 2. Restart the MindsDB service. 3. Verify the ChromaDB integration is updated if using separate packages.
🔧 Temporary Workarounds
Disable ChromaDB Integration
allRemove or disable the ChromaDB integration to prevent exploitation
pip uninstall chromadb
Remove chromadb from MindsDB configuration
Restrict Database Access
allLimit database access to trusted users only
Configure MindsDB authentication
Implement network access controls
🧯 If You Can't Patch
- Implement strict network segmentation to isolate MindsDB servers from critical systems
- Apply input validation and sanitization at the application layer to filter Python code in queries
🔍 How to Verify
Check if Vulnerable:
Check MindsDB version and verify ChromaDB integration is installed. Vulnerable if version is between 23.12.4.0 and 24.7.4.1 inclusive.Check Version:
mindsdb --versionVerify Fix Applied:
Confirm MindsDB version is 24.7.4.2 or later and test that eval() no longer executes arbitrary code from INSERT queries.📡 Detection & Monitoring
Log Indicators:
- Unusual INSERT queries containing Python code
- Unexpected process execution from MindsDB service
- Error logs showing eval() failures
Network Indicators:
- Suspicious database queries from unexpected sources
- Outbound connections from MindsDB to unknown destinations
SIEM Query:
source="mindsdb" AND ("eval" OR "INSERT" AND "python")