Empirical Study of Security Concerns in OpenClaw Agentic Systems

# Empirical Study of Security Concerns in OpenClaw Agentic Systems

https://gcdradar.vercel.app/incidents/empirical-study-of-security-concerns-in-openclaw-agentic-sys · AIR-2026-1558 · closed 2026-11-10

- Lane: Research
- Severity: 1 (Research / proof of concept): Research paper demonstrating security risks and attacks without known active real-world exploitation.
- Fix status: Fix status unknown
- First reported: 2026-10-27
- AI role: Attack on AI
- Products: OpenClaw

## Summary

Researchers presented an empirical study analyzing security concerns and prompt injection vulnerabilities in OpenClaw agentic AI systems. The work utilizes data from Reddit and security-tagged GitHub issues to evaluate risks arising from untrusted inputs and tool execution.

## What to do

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

## Affected and fixed versions

- Affected: OpenClaw

## Latest updates

- 2026-10-27: Then there is prompt injection, a malicious email, ...: The Wild Wide West of OpenClaw Agentic System Security (https://arxiv.org/abs/2610.35451)

## Sources

- 2026-10-27 arXiv: Then there is prompt injection, a malicious email, ...: The Wild Wide West of OpenClaw Agentic System Security https://arxiv.org/abs/2610.35451

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