Download data/evaluation.json from AriaAICompany/identity-lab: direct link, hf CLI and curl.
- Browser
- Download file 9.53 kB
-
https://huggingface.co/datasets/AriaAICompany/identity-lab/resolve/main/data/evaluation.json
- Command line
-
hf download hf://datasets/AriaAICompany/identity-lab/data/evaluation.json
-
curl -L -o evaluation.json https://huggingface.co/datasets/AriaAICompany/identity-lab/resolve/main/data/evaluation.json
9.53 kB
| { | |
| "seed": 14, | |
| "n_logins": 8921, | |
| "n_users": 160, | |
| "n_events": 14, | |
| "kpis": { | |
| "n_raw": 8921, | |
| "n_valid": 8921, | |
| "n_dropped": 0, | |
| "n_sessions": 7978, | |
| "n_security_review": 49, | |
| "n_context": 1120, | |
| "n_incomplete": 0, | |
| "parse_coverage": 1.0, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 10.671, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "seconds": 16.082, | |
| "threshold": 3.0, | |
| "model_names": "rules+logistic+lightgbm", | |
| "daily_capacity": 8 | |
| }, | |
| "comparison": [ | |
| { | |
| "method": "failure_count", | |
| "split": "development", | |
| "event_recall": 0.25, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 1, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "device_novelty", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.5, | |
| "false_alarms_per_user_day": 0.2489, | |
| "mean_detect_delay_min": 10.096, | |
| "n_security_alerts": 351, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 1, | |
| "new_user_as_security": 170, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "rules", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.5714, | |
| "false_alarms_per_user_day": 0.0141, | |
| "mean_detect_delay_min": 10.096, | |
| "n_security_alerts": 34, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "logistic_regression", | |
| "split": "development", | |
| "event_recall": 0.5, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.192, | |
| "n_security_alerts": 13, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "lightgbm", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.096, | |
| "n_security_alerts": 16, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "ariaidentity", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.5714, | |
| "false_alarms_per_user_day": 0.0141, | |
| "mean_detect_delay_min": 10.096, | |
| "n_security_alerts": 34, | |
| "n_context_alerts": 794, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": 0.0002 | |
| }, | |
| { | |
| "method": "failure_count", | |
| "split": "test", | |
| "event_recall": 0.25, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 1, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "device_novelty", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.4, | |
| "false_alarms_per_user_day": 0.025, | |
| "mean_detect_delay_min": 10.671, | |
| "n_security_alerts": 35, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 1, | |
| "new_user_as_security": 10, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "rules", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 10.671, | |
| "n_security_alerts": 15, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "logistic_regression", | |
| "split": "test", | |
| "event_recall": 0.5, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 1.342, | |
| "n_security_alerts": 13, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "lightgbm", | |
| "split": "test", | |
| "event_recall": 0.75, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.894, | |
| "n_security_alerts": 14, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "ariaidentity", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 10.671, | |
| "n_security_alerts": 15, | |
| "n_context_alerts": 326, | |
| "n_review_events": 4, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": 0.0009 | |
| }, | |
| { | |
| "method": "failure_count", | |
| "split": "all", | |
| "event_recall": 0.25, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 2, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "device_novelty", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.4615, | |
| "false_alarms_per_user_day": 0.1656, | |
| "mean_detect_delay_min": 10.383, | |
| "n_security_alerts": 386, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "new_device_as_security": 2, | |
| "new_user_as_security": 180, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "rules", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.7, | |
| "false_alarms_per_user_day": 0.0088, | |
| "mean_detect_delay_min": 10.383, | |
| "n_security_alerts": 49, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "logistic_regression", | |
| "split": "all", | |
| "event_recall": 0.5, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.767, | |
| "n_security_alerts": 26, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "lightgbm", | |
| "split": "all", | |
| "event_recall": 0.875, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0, | |
| "mean_detect_delay_min": 0.438, | |
| "n_security_alerts": 30, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": null | |
| }, | |
| { | |
| "method": "ariaidentity", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.7, | |
| "false_alarms_per_user_day": 0.0088, | |
| "mean_detect_delay_min": 10.383, | |
| "n_security_alerts": 49, | |
| "n_context_alerts": 1120, | |
| "n_review_events": 8, | |
| "new_device_as_security": 0, | |
| "new_user_as_security": 0, | |
| "parse_coverage": 1.0, | |
| "brier": 0.0004 | |
| } | |
| ], | |
| "calibration": [ | |
| { | |
| "threshold": 1.5, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| }, | |
| { | |
| "threshold": 2.0, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| }, | |
| { | |
| "threshold": 2.5, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| }, | |
| { | |
| "threshold": 3.0, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| }, | |
| { | |
| "threshold": 3.5, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| }, | |
| { | |
| "threshold": 4.0, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| }, | |
| { | |
| "threshold": 5.0, | |
| "n_security_alerts": 15, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_user_day": 0.0 | |
| } | |
| ] | |
| } |