This is a summary of the AI-generated 10-question deep analysis. The full version (longer answers, follow-up Q&A, related CVEs) requires login. Read the full analysis β
Q1What is this vulnerability? (Essence + Consequences)
π¨ **Essence**: Langflow (pre-1.8.0) has a critical flaw in the **CSV Agent** node. It hardcodes `allow_dangerous_code=True`. <br>π₯ **Consequences**: This allows **Remote Code Execution (RCE)**.β¦
π‘οΈ **Root Cause**: **CWE-94** (Code Injection). <br>π **Flaw**: The developer explicitly enabled dangerous code execution in the CSV Agent node. Itβs a hardcoded configuration error, not a logic bug.β¦
π¦ **Affected**: **Langflow** versions **before 1.8.0**. <br>π’ **Vendor**: `langflow-ai`. <br>π§ **Component**: Specifically the **CSV Agent** node used in building Multi-Agent and RAG apps.
Q4What can hackers do? (Privileges/Data)
π΅οΈ **Hackers' Power**: Full **RCE**. <br>π **Data**: They can read, modify, or delete any data accessible to the Langflow process. <br>π **Privileges**: They gain the same privileges as the Langflow service user.β¦
π£ **Public Exp?**: **YES**. <br>π **PoC**: Available on GitHub (Threekiii/Awesome-POC). <br>π₯ **Status**: Wild exploitation is likely given the low barrier to entry and public proof-of-concept.
Q7How to self-check? (Features/Scanning)
π **Self-Check**: <br>1. Check your Langflow version. Is it **< 1.8.0**? <br>2. Do you use the **CSV Agent** node? <br>3. Scan for the hardcoded `allow_dangerous_code=True` in the source code of that node. <br>4.β¦