| {
|
| "n_test": 96,
|
| "split": "campaign-held-out",
|
| "never_outputs_safe": true,
|
| "evidence_link_rate": 1.0,
|
| "hard_negative_suspicious_rate": 0.0,
|
| "decision_counts": {
|
| "suspicious": 48,
|
| "needs_review": 16,
|
| "insufficient_evidence": 32
|
| },
|
| "methods": {
|
| "rule-structural": {
|
| "pr_auc": 1.0,
|
| "brier": 0.10375000000000001,
|
| "recall_at_fpr_0_05": 1.0,
|
| "recall_at_fpr_0_10": 1.0,
|
| "mean_score": 0.34166666666666673,
|
| "pr_curve_points": 6
|
| },
|
| "tfidf-lr": {
|
| "pr_auc": 1.0,
|
| "brier": 0.14890835989583331,
|
| "recall_at_fpr_0_05": 1.0,
|
| "recall_at_fpr_0_10": 1.0,
|
| "mean_score": 0.629509375,
|
| "pr_curve_points": 43
|
| },
|
| "lightgbm-structural": {
|
| "pr_auc": 1.0,
|
| "brier": 0.16022288833333334,
|
| "recall_at_fpr_0_05": 1.0,
|
| "recall_at_fpr_0_10": 1.0,
|
| "mean_score": 0.7102166666666667,
|
| "pr_curve_points": 6
|
| }
|
| },
|
| "by_language": {
|
| "en": {
|
| "n": 64,
|
| "pr_auc_lightgbm": 1.0,
|
| "recall_at_fpr_0_10": 1.0
|
| },
|
| "fa": {
|
| "n": 32,
|
| "pr_auc_lightgbm": 1.0,
|
| "recall_at_fpr_0_10": 1.0
|
| }
|
| },
|
| "limitations": [
|
| "Synthetic fixtures only. Lab PR-AUC is not operational phishing accuracy.",
|
| "Copied Authentication-Results headers are not treated as proof.",
|
| "URLs are parsed and defanged; they are never fetched.",
|
| "A similar logo or a new domain is not enough for a malice verdict."
|
| ]
|
| } |
