| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Agent Security Evaluation | Agent Security Bench (ASB) IPI Combined Attack (CA) and Context Ignoring (CI) averaged | ASR2.89 | 18 | |
| Security Attack Detection | Agent Security Bench (ASB) Structured Scenarios standardized (test) | ASR (Direct Injection)0.5 | 5 | |
| Agent Security Evaluation | Agent Security Bench (ASB) | PNA84.31 | 4 |