Horizon Alert
Summary of the vulnerability and why it matters
RAGFlow, an open-source engine for Retrieval-Augmented Generation, contains a vulnerability in its prompt generator. This flaw allows an authenticated user to execute unauthorized operating system commands on the server. The impact could affect system integrity and data confidentiality.
- Prompt generation flaw
- Arbitrary OS command execution
- Business risk and data compromise
Attack Path
How an attacker could exploit the issue
A vulnerability in RAGFlow's prompt generator could allow an authenticated user to execute arbitrary operating system commands. This occurs when a user creates a specific workflow that combines a search component with a language model. The system processes this workflow using a Jinja2 template, which, when malformed, allows for the injection of commands. Successful exploitation would grant the attacker control over the server.
- Exposed to the network.
- Authenticated user registers.
- Trigger workflow; execute OS commands.
Live Threat
Current exploitation, exposure, and threat context
This vulnerability impacts RAGFlow, an open-source retrieval-augmented generation engine. Exploitation could allow an authenticated user to execute arbitrary operating system commands on the server. This could lead to a compromise of the affected system and potential data exfiltration or manipulation.
- Attacker skill level: Low
- Required access or conditions: Authenticated user
- Business risk or urgency: High
Priority actions
Operational Fix
Recommended remediation, mitigation, and detection steps
This vulnerability allows authenticated users to execute arbitrary operating system commands on the server. The impact could include unauthorized access, data compromise, and disruption of services. Affected organizations should prioritize actions to identify and mitigate the risk associated with this vulnerability.
- Find exposed RAGFlow assets.
- Isolate affected systems or limit access.
- Apply vendor fixes and validate.
- Monitor for related activity.
