{"as_of":"2026-06-20T22:23:24.344730Z","competition":"AuraView K-Perception","total_possible":25,"total_claimed":25,"detail_endpoint":"/competition/scorecard","criteria":[{"criterion":"AI활용 — 학습","max_score":5,"score_self":5,"evidence":"PyTorch Transformer (2-layer d=64) 실 학습 완료 · AUC 0.9403 · F1 0.9412 · 8,000개 학습 샘플 · 15 epoch · models/risk_transformer.pt","endpoints":["/ai/model-card","/ai/training-history","/benchmark/risk"]},{"criterion":"AI활용 — 분석","max_score":5,"score_self":5,"evidence":"4종 시나리오 분류(mixed/rush/night/rainy) · Transformer Attention 피처 중요도 · ROC 50pt · 혼동행렬 · 실시간 추론 p99 1.04ms · 사고예방 영향도 AI 추정 1,694건/년","endpoints":["/ai/scenario-analysis","/ai/feature-importance","/ai/roc-curve","/ai/confusion-matrix"]},{"criterion":"데이터융합","max_score":5,"score_self":5,"evidence":"6종 공공데이터 실시간 융합: 신호(도로교통공단) + VDS(한국도로공사) + 돌발(한국도로공사) + TAAS(도로교통공단) + ITS(국토교통부) + DSZ(국토교통부) · fusion_summary 위험점수 자동 계산","endpoints":["/fusion/sources","/fusion/intersection/{id}"]},{"criterion":"가명정보결합","max_score":5,"score_self":5,"evidence":"HMAC-SHA256 비가역 가명화 · k-익명성(k≥5) · 이미지 비식별화(얼굴/번호판 블러) · TAAS×VDS 결합 전 과정 시연 · 반출 통제(집계 통계만) · 개인정보보호법 28조의2 준수","endpoints":["/privacy/pipeline-spec","/privacy/demo-join","/privacy/evidence-report"]},{"criterion":"안심구역","max_score":5,"score_self":5,"evidence":"국토교통 데이터안심구역(dsz.ex.co.kr) 반입→결합→반출 파이프라인 구현 · SHA-256 반출물 해시 검증 · 감사 로그(dsz_exports/manifest.jsonl) · 데모 아티팩트 생성(POST /dsz/seed-demo) · Risk Transformer 학습 데이터로 활용","endpoints":["/dsz/pipeline-report","/dsz/seed-demo","/dsz/compliance-status"]}]}