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CVE-2026-27966 β€” AI Deep Analysis Summary

CVSS 9.8 Β· Critical

Q1What is this vulnerability? (Essence + Consequences)

🚨 **Essence**: Langflow (pre-1.8.0) has a critical flaw in the **CSV Agent** node. It hardcodes `allow_dangerous_code=True`. <br>πŸ’₯ **Consequences**: This allows **Remote Code Execution (RCE)**.…

Q2Root Cause? (CWE/Flaw)

πŸ›‘οΈ **Root Cause**: **CWE-94** (Code Injection). <br>πŸ” **Flaw**: The developer explicitly enabled dangerous code execution in the CSV Agent node. It’s a hardcoded configuration error, not a logic bug.…

Q3Who is affected? (Versions/Components)

πŸ“¦ **Affected**: **Langflow** versions **before 1.8.0**. <br>🏒 **Vendor**: `langflow-ai`. <br>πŸ”§ **Component**: Specifically the **CSV Agent** node used in building Multi-Agent and RAG apps.

Q4What can hackers do? (Privileges/Data)

πŸ•΅οΈ **Hackers' Power**: Full **RCE**. <br>πŸ“‚ **Data**: They can read, modify, or delete any data accessible to the Langflow process. <br>πŸ”‘ **Privileges**: They gain the same privileges as the Langflow service user.…

Q5Is exploitation threshold high? (Auth/Config)

⚠️ **Threshold**: **LOW**. <br>πŸ”“ **Auth**: `PR:N` (No Privileges Required). <br>🌐 **Network**: `AV:N` (Network Accessible). <br>πŸ‘€ **UI**: `UI:N` (No User Interaction).…

Q6Is there a public Exp? (PoC/Wild Exploitation)

πŸ’£ **Public Exp?**: **YES**. <br>πŸ“„ **PoC**: Available on GitHub (Threekiii/Awesome-POC). <br>πŸ”₯ **Status**: Wild exploitation is likely given the low barrier to entry and public proof-of-concept.

Q7How to self-check? (Features/Scanning)

πŸ” **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.…

Q8Is it fixed officially? (Patch/Mitigation)

🩹 **Official Fix**: **YES**. <br>πŸ“… **Patch**: Released in **Langflow 1.8.0**. <br>πŸ”— **Commit**: `d8c6480daa17b2f2af0b5470cdf5c3d28dc9e508`. <br>πŸ“’ **Advisory**: GHSA-3645-fxcv-hqr4 confirms the fix.

Q9What if no patch? (Workaround)

🚧 **No Patch? Workaround**: <br>1. **Disable** the CSV Agent node if not strictly needed. <br>2. **Isolate** the Langflow instance (network segmentation). <br>3. **Monitor** logs for suspicious code execution attempts.…

Q10Is it urgent? (Priority Suggestion)

πŸ”΄ **Urgency**: **CRITICAL**. <br>⏱️ **Priority**: **IMMEDIATE ACTION**. <br>πŸ“‰ **Risk**: CVSS 9.8 (Critical). <br>πŸš€ **Action**: Upgrade to **v1.8.0+** immediately. Do not wait.