| license: apache-2.0 | |
| tags: | |
| - decision-engine | |
| - system-one | |
| - laya | |
| - requin-agent | |
| - security | |
| - prompt-injection | |
| - web-attack | |
| language: | |
| - vi | |
| - en | |
| pipeline_tag: text-classification | |
| # Requin-Agent Security Decision Engine (Fine-tuned Laya) | |
| Fast, calibrated System 1 Risk Investigator for zero-latency threat triage: | |
| - **Base Model**: `convaiinnovations/laya` | |
| - **Trained on 88,000+ security cases** (OWASP LLM01, Web Exploits, MITRE ATT&CK). | |
| - **Latency**: ~32ms per request on Tesla T4. | |
| - **Calibrated ECE**: < 0.08 with L-BFGS Temperature Scaling. | |
| - **Routing Actions**: `allow` (46.3%), `block` (24.3%), `invoke_llm` (20.5%), `escalate_human` (8.9%). | |