Security Attack Detection on Agent Security Bench (ASB) Structured Scenarios standardized (test)
0.5ASR (Direct Injection)PRAETOR+AEGIS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PRAETOR+AEGISconfiguration=defense-in-depth2026.04 | 0.5 | 1.2 | 0 | 1.1 | 1 | 0.8 | |
| PromptArmor2026.04 | 1.5 | 15 | 75 | 38 | 35 | 32.9 | |
| AEGIS2026.04 | 2 | 12 | 35 | 6 | 9 | 12.8 | |
| PRAETOR2026.04 | 2 | 4 | 0 | 3 | 2 | 2.2 | |
| No Firewall2026.04 | 86.4 | 78.1 | 89.5 | 68.3 | 72.8 | 79 |