metadata
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%).