NameTrap: Steering AI Coding Agents via Variable Names

# NameTrap: Steering AI Coding Agents via Variable Names

https://gcdradar.vercel.app/incidents/nametrap-steering-ai-coding-agents-via-variable-names · AIR-2026-1565 · closed 2026-11-10

- Lane: Research
- Severity: 1 (Research / proof of concept): Demonstrated research attack with no known real-world exploitation.
- Fix status: Fix status unknown
- First reported: 2026-10-27
- AI role: Attack on AI
- Products: Python

## Summary

Researchers introduced NameTrap, a source-code poisoning attack that renames identifiers in third-party Python files to steer AI coding agents toward specific Common Weakness Enumeration vulnerabilities. The technique demonstrates how web-borne context can be weaponized to compromise code generated by AI assistants.

## What to do

No action recorded; read the sources below and the vendor's advisory.

## Latest updates

- 2026-10-27: NameTrap: Steering AI Coding Agents Toward Security Vulnerabilities via Variable Names (https://arxiv.org/abs/2610.34253)

## Sources

- 2026-10-27 arXiv: NameTrap: Steering AI Coding Agents Toward Security Vulnerabilities via Variable Names https://arxiv.org/abs/2610.34253

Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.