web-watch-lab / data /evaluation.json
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Publish WebWatch synthetic web/API lab logs and calibration
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{
"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,
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},
{
"method": "request_count",
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"false_alarms_per_1k": 2.4059,
"false_alarms_per_day": 7.0,
"mean_detect_delay_min": 0.0,
"n_security_alerts": 44,
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"n_review_events": 4,
"campaign_as_security": 24,
"parse_coverage": 1.0
},
{
"method": "robust_stats",
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"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,
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"parse_coverage": 1.0
},
{
"method": "isolation_forest",
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"false_alarms_per_day": 57.0,
"mean_detect_delay_min": 0.0,
"n_security_alerts": 244,
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"parse_coverage": 1.0
},
{
"method": "lightgbm",
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"false_alarms_per_day": 0.0,
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"n_security_alerts": 16,
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"n_review_events": 4,
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},
{
"method": "webwatch",
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"false_alarms_per_day": 0.5,
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"n_security_alerts": 18,
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},
{
"method": "error_rate",
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"n_security_alerts": 8,
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},
{
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"false_alarms_per_day": 6.0,
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"n_security_alerts": 32,
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},
{
"method": "robust_stats",
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"mean_detect_delay_min": 0.0,
"n_security_alerts": 40,
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},
{
"method": "isolation_forest",
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"false_alarms_per_day": 59.3333,
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},
{
"method": "lightgbm",
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},
{
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"n_review_events": 3,
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},
{
"method": "error_rate",
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},
{
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},
{
"method": "robust_stats",
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"n_security_alerts": 88,
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},
{
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"false_alarms_per_day": 58.0,
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},
{
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"n_security_alerts": 30,
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},
{
"method": "webwatch",
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"n_security_alerts": 35,
"n_context_alerts": 47,
"n_review_events": 7,
"campaign_as_security": 0,
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}
],
"calibration": [
{
"threshold": 1.5,
"n_security_alerts": 19,
"event_recall": 1.0,
"false_alarms_per_1k": 0.5671
},
{
"threshold": 2.0,
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"event_recall": 1.0,
"false_alarms_per_1k": 0.4537
},
{
"threshold": 2.5,
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"event_recall": 1.0,
"false_alarms_per_1k": 0.4537
},
{
"threshold": 3.0,
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"event_recall": 1.0,
"false_alarms_per_1k": 0.3403
},
{
"threshold": 3.5,
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"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
}
]
}