Your Agent, Their Asset: A Real-World Safety Analysis of OpenClaw
OpenClaw, the most widely deployed personal AI agent in early 2026, operates with full local system access and integrates with sensitive services such as Gmail, Stripe, and the filesystem. While these broad privileges enable high levels of automation and powerful personalization, they also expose a substantial attack surface that existing sandboxed evaluations fail to capture. To address this gap, we present the first real-world safety evaluation of OpenClaw and introduce the CIK taxonomy, which unifies an agent's persistent state into three dimensions, i.e., Capability, Identity, and Knowledge, for safety analysis. Our evaluations cover 12 attack scenarios on a live OpenClaw instance acr...
| Authors | Zijun Wang, Haoqin Tu, Letian Zhang et al. |
|---|---|
| Primary category | cs.CR |
| Published | 6 April 2026 |
| Last updated at source | 6 April 2026 |
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