Download data/evaluation.json from AriaAICompany/cloudtrail-lab: direct link, hf CLI and curl.
- Browser
- Download file 7.95 kB
-
https://huggingface.co/datasets/AriaAICompany/cloudtrail-lab/resolve/main/data/evaluation.json
- Command line
-
hf download hf://datasets/AriaAICompany/cloudtrail-lab/data/evaluation.json
-
curl -L -o evaluation.json https://huggingface.co/datasets/AriaAICompany/cloudtrail-lab/resolve/main/data/evaluation.json
7.95 kB
| { | |
| "seed": 16, | |
| "n_events": 319, | |
| "n_accounts": 3, | |
| "n_gold": 21, | |
| "kpis": { | |
| "n_raw": 319, | |
| "n_valid": 319, | |
| "n_dropped": 0, | |
| "n_changes": 23, | |
| "n_security_review": 14, | |
| "n_context": 4, | |
| "n_incomplete": 3, | |
| "parse_coverage": 1.0, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "seconds": 1.275, | |
| "threshold": 3.0, | |
| "model_names": "rules+baseline+correlation", | |
| "daily_capacity": 8 | |
| }, | |
| "comparison": [ | |
| { | |
| "method": "rule_severity", | |
| "split": "development", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.7143, | |
| "false_alarms_per_account_day": 0.1154, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 2, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 10, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "role_time_baseline", | |
| "split": "development", | |
| "event_recall": 0.2857, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 2, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "correlation", | |
| "split": "development", | |
| "event_recall": 0.1429, | |
| "precision_at_k": 0.5, | |
| "false_alarms_per_account_day": 0.0385, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 1, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 2, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "maintenance_aware_rules", | |
| "split": "development", | |
| "event_recall": 0.8571, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 6, | |
| "n_context_alerts": 0, | |
| "n_review_events": 7, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "ariacloudtrail", | |
| "split": "development", | |
| "event_recall": 0.8571, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 6, | |
| "n_context_alerts": 2, | |
| "n_review_events": 7, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "rule_severity", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.6667, | |
| "false_alarms_per_account_day": 0.2, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 2, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 11, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "role_time_baseline", | |
| "split": "test", | |
| "event_recall": 0.5, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 4, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "correlation", | |
| "split": "test", | |
| "event_recall": 0.5, | |
| "precision_at_k": 0.8333, | |
| "false_alarms_per_account_day": 0.1333, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 2, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 6, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "maintenance_aware_rules", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 8, | |
| "n_context_alerts": 0, | |
| "n_review_events": 8, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "ariacloudtrail", | |
| "split": "test", | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 8, | |
| "n_context_alerts": 2, | |
| "n_review_events": 8, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "rule_severity", | |
| "split": "all", | |
| "event_recall": 1.0, | |
| "precision_at_k": 0.6944, | |
| "false_alarms_per_account_day": 0.1463, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 4, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 21, | |
| "n_context_alerts": 0, | |
| "n_review_events": 15, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "role_time_baseline", | |
| "split": "all", | |
| "event_recall": 0.4, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 6, | |
| "n_context_alerts": 0, | |
| "n_review_events": 15, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "correlation", | |
| "split": "all", | |
| "event_recall": 0.3333, | |
| "precision_at_k": 0.7222, | |
| "false_alarms_per_account_day": 0.0732, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 3, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 8, | |
| "n_context_alerts": 0, | |
| "n_review_events": 15, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "maintenance_aware_rules", | |
| "split": "all", | |
| "event_recall": 0.9333, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 14, | |
| "n_context_alerts": 0, | |
| "n_review_events": 15, | |
| "parse_coverage": 1.0 | |
| }, | |
| { | |
| "method": "ariacloudtrail", | |
| "split": "all", | |
| "event_recall": 0.9333, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0, | |
| "change_type_accuracy": 1.0, | |
| "maintenance_as_security": 0, | |
| "ungrounded_claims": 0, | |
| "n_security_alerts": 14, | |
| "n_context_alerts": 4, | |
| "n_review_events": 15, | |
| "parse_coverage": 1.0 | |
| } | |
| ], | |
| "calibration": [ | |
| { | |
| "threshold": 1.5, | |
| "n_security_alerts": 8, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| }, | |
| { | |
| "threshold": 2.0, | |
| "n_security_alerts": 8, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| }, | |
| { | |
| "threshold": 2.5, | |
| "n_security_alerts": 8, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| }, | |
| { | |
| "threshold": 3.0, | |
| "n_security_alerts": 8, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| }, | |
| { | |
| "threshold": 3.5, | |
| "n_security_alerts": 8, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| }, | |
| { | |
| "threshold": 4.0, | |
| "n_security_alerts": 8, | |
| "event_recall": 1.0, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| }, | |
| { | |
| "threshold": 5.0, | |
| "n_security_alerts": 7, | |
| "event_recall": 0.875, | |
| "precision_at_k": 1.0, | |
| "false_alarms_per_account_day": 0.0 | |
| } | |
| ] | |
| } |