| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Prompt Injection | OpenClaw (140 adversarial instances) | Defense Success Rate90 | 7 | |
| Malicious command interception | OpenClaw 1.0 (test) | Defense Rate83 | 6 | |
| Threat Detection | OpenClaw 140 adversarial instances | Defense Success Rate85 | 4 | |
| Credential Leakage | OpenClaw 140 adversarial instances | Defense Success Rate85 | 4 | |
| Malicious Skill | OpenClaw (140 adversarial instances) | Defense Success Rate90 | 3 | |
| Configuration Modification | OpenClaw 140 adversarial instances | Defense Success Rate90 | 3 | |
| Dangerous Command | OpenClaw 140 adversarial instances | Defense Success Rate90 | 2 |