Datasets:
Download data/evaluation.json from AriaAICompany/web-watch-lab: direct link, hf CLI and curl.
- Browser
- Download file 8.16 kB
-
https://huggingface.co/datasets/AriaAICompany/web-watch-lab/resolve/main/data/evaluation.json
- Command line
-
hf download hf://datasets/AriaAICompany/web-watch-lab/data/evaluation.json
-
curl -L -o evaluation.json https://huggingface.co/datasets/AriaAICompany/web-watch-lab/resolve/main/data/evaluation.json
8.16 kB
| { | |
| "seed": 11, | |
| "n_requests": 20455, | |
| "n_events": 10, | |
| "kpis": { | |
| "n_raw": 20455, | |
| "n_valid": 20455, | |
| "n_dropped": 0, | |
| "n_windows": 3832, | |
| "n_security_review": 35, | |
| "n_context": 47, | |
| "n_incomplete": 0, | |
| "parse_coverage": 1.0, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.3403, | |
| "false_alarms_per_day": 1.0, | |
| "mean_detect_delay_min": 0.0, | |
| "campaign_as_security": 0, | |
| "seconds": 38.663, | |
| "threshold": 3.0, | |
| "model_names": "robust+iforest+lightgbm" | |
| }, | |
| "comparison": [ | |
| { | |
| "method": "error_rate", | |
| "split": "development", | |
| "event_recall": 0.5, | |
| "false_alarms_per_1k": 0.3437, | |
| "false_alarms_per_day": 1.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 11, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "request_count", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 2.4059, | |
| "false_alarms_per_day": 7.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 44, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "campaign_as_security": 24, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "robust_stats", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 2.7496, | |
| "false_alarms_per_day": 8.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 48, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "campaign_as_security": 24, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "isolation_forest", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 19.591, | |
| "false_alarms_per_day": 57.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 244, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "campaign_as_security": 24, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "lightgbm", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.0, | |
| "false_alarms_per_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 16, | |
| "n_context_alerts": 0, | |
| "n_review_events": 4, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "webwatch", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.1719, | |
| "false_alarms_per_day": 0.5, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 18, | |
| "n_context_alerts": 28, | |
| "n_review_events": 4, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "error_rate", | |
| "split": "test", | |
| "event_recall": 0.6667, | |
| "false_alarms_per_1k": 0.0, | |
| "false_alarms_per_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 8, | |
| "n_context_alerts": 0, | |
| "n_review_events": 3, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "request_count", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 2.0415, | |
| "false_alarms_per_day": 6.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 32, | |
| "n_context_alerts": 0, | |
| "n_review_events": 3, | |
| "campaign_as_security": 18, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "robust_stats", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 2.9488, | |
| "false_alarms_per_day": 8.6667, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 40, | |
| "n_context_alerts": 0, | |
| "n_review_events": 3, | |
| "campaign_as_security": 18, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "isolation_forest", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 20.1883, | |
| "false_alarms_per_day": 59.3333, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 192, | |
| "n_context_alerts": 0, | |
| "n_review_events": 3, | |
| "campaign_as_security": 18, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "lightgbm", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.0, | |
| "false_alarms_per_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 14, | |
| "n_context_alerts": 0, | |
| "n_review_events": 3, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "webwatch", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.3403, | |
| "false_alarms_per_day": 1.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 17, | |
| "n_context_alerts": 19, | |
| "n_review_events": 3, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "error_rate", | |
| "split": "all", | |
| "event_recall": 0.5714, | |
| "false_alarms_per_1k": 0.1956, | |
| "false_alarms_per_day": 0.5714, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 19, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "request_count", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 2.2488, | |
| "false_alarms_per_day": 6.5714, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 76, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "campaign_as_security": 42, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "robust_stats", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 2.8355, | |
| "false_alarms_per_day": 8.2857, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 88, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "campaign_as_security": 42, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "isolation_forest", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 19.8484, | |
| "false_alarms_per_day": 58.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 436, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "campaign_as_security": 42, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "lightgbm", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.0, | |
| "false_alarms_per_day": 0.0, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 30, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "webwatch", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.2444, | |
| "false_alarms_per_day": 0.7143, | |
| "mean_detect_delay_min": 0.0, | |
| "n_security_alerts": 35, | |
| "n_context_alerts": 47, | |
| "n_review_events": 7, | |
| "campaign_as_security": 0, | |
| "parse_coverage": 1.0 | |
| } | |
| ], | |
| "calibration": [ | |
| { | |
| "threshold": 1.5, | |
| "n_security_alerts": 19, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.5671 | |
| }, | |
| { | |
| "threshold": 2.0, | |
| "n_security_alerts": 18, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.4537 | |
| }, | |
| { | |
| "threshold": 2.5, | |
| "n_security_alerts": 18, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.4537 | |
| }, | |
| { | |
| "threshold": 3.0, | |
| "n_security_alerts": 17, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.3403 | |
| }, | |
| { | |
| "threshold": 3.5, | |
| "n_security_alerts": 17, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.3403 | |
| }, | |
| { | |
| "threshold": 4.0, | |
| "n_security_alerts": 17, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.3403 | |
| }, | |
| { | |
| "threshold": 5.0, | |
| "n_security_alerts": 14, | |
| "event_recall": 1.0, | |
| "false_alarms_per_1k": 0.0 | |
| } | |
| ] | |
| } |