{
  "service": "h3xa",
  "kind": "executive-briefing",
  "generated_at": "2026-10-28T18:08:39.748Z",
  "model_version": "h3xa-iss-1.1",
  "situation": {
    "id": "sit-57407f2ff43b99b9f814382f",
    "scope_type": "country",
    "scope_key": "DE",
    "geography": "DE",
    "title": "Internet disruption in DE",
    "started_at": "2026-08-10T06:50:00.000Z",
    "last_observed_at": "2026-09-23T00:25:00.000Z",
    "status": "resolved",
    "classification": "UNKNOWN_DISRUPTION",
    "trajectory": "RESOLVED",
    "stress_score": 32,
    "confidence": 51,
    "event_count": 35,
    "affected_asns": [
      "AS209040",
      "AS13213",
      "AS8391",
      "AS58212",
      "AS35916",
      "AS199163",
      "AS10122",
      "AS45012",
      "AS12586",
      "AS197549",
      "AS20783"
    ],
    "affected_services": [],
    "affected_regions": [
      "DE",
      "828",
      "830",
      "US",
      "4421",
      "834"
    ],
    "source_count": 2,
    "record_origin": "unrecorded",
    "first_seen": "2026-08-29T22:33:32.928Z",
    "updated_at": "2026-10-03T23:39:44.988Z"
  },
  "events": [
    {
      "id": "ise-aee5d5446a53a89c3f3f5a93",
      "entity_type": "country",
      "entity_key": "DE",
      "geography": "DE",
      "started_at": "2026-08-10T06:50:00.000Z",
      "last_observed_at": "2026-09-23T00:25:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 32,
      "confidence": 0,
      "components": {
        "anomaly": 0.11265851869550335,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 0.8740265355107152
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0.11265851869550335
      },
      "baseline": {
        "signals": [
          "voidly.anomaly_rate"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "voidly.anomaly_rate": 0.013117466320018908
      },
      "deviation": {
        "max_anomaly": 0.11265851869550335,
        "max_deviation": 0.8740265355107152
      },
      "affected_asns": [],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration"
      ],
      "observation_count": 4,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:20.774Z",
      "updated_at": "2026-10-03T23:50:20.670Z",
      "evidence": [
        {
          "event_id": "ise-aee5d5446a53a89c3f3f5a93",
          "stix_object_id": "incident--363e823c-63f3-564a-179e-60a56ce8ddaf",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-10T06:50:00.000Z",
          "name": "Internet connectivity disruption in Germany",
          "value": "de-2026-0011",
          "content_hash": "9c9a2c374ed68598",
          "object_json": {
            "id": "incident--363e823c-63f3-564a-179e-60a56ce8ddaf",
            "name": "Internet connectivity disruption in Germany",
            "type": "incident",
            "title": "Internet connectivity disruption in Germany",
            "value": "de-2026-0011",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-10T06:50:00Z",
            "description": "IODA detected significant connectivity drop in Germany. 1 critical alerts recorded.",
            "anomaly_rate": 0.013128326434062684,
            "country_code": "DE",
            "country_name": "Germany",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-aee5d5446a53a89c3f3f5a93",
          "stix_object_id": "incident--7741d239-fea7-52a8-f6df-1cd8920e3e08",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-11T05:36:00.000Z",
          "name": "Internet connectivity disruption in Germany",
          "value": "de-2026-0012",
          "content_hash": "7141b0d7c517b531",
          "object_json": {
            "id": "incident--7741d239-fea7-52a8-f6df-1cd8920e3e08",
            "name": "Internet connectivity disruption in Germany",
            "type": "incident",
            "title": "Internet connectivity disruption in Germany",
            "value": "de-2026-0012",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-11T05:36:00Z",
            "description": "IODA detected significant connectivity drop in Germany. 1 critical alerts recorded.",
            "anomaly_rate": 0.8871548619447779,
            "country_code": "DE",
            "country_name": "Germany",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-aee5d5446a53a89c3f3f5a93",
          "stix_object_id": "incident--e3789ebb-152c-5f34-4fdc-d3d2bd4f6c37",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-27T07:00:00.000Z",
          "name": "Internet connectivity disruption in Germany",
          "value": "de-2026-0014",
          "content_hash": "f3e426bfb62d497b",
          "object_json": {
            "id": "incident--e3789ebb-152c-5f34-4fdc-d3d2bd4f6c37",
            "name": "Internet connectivity disruption in Germany",
            "type": "incident",
            "title": "Internet connectivity disruption in Germany",
            "value": "de-2026-0014",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-27T07:00:00Z",
            "description": "IODA detected significant connectivity drop in Germany. 1 critical alerts recorded.",
            "anomaly_rate": 0.01218214074512123,
            "country_code": "DE",
            "country_name": "Germany",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-aee5d5446a53a89c3f3f5a93",
          "stix_object_id": "incident--2b36bc07-d1a1-50a1-1ea2-dbdc7fe6f248",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-23T00:25:00.000Z",
          "name": "Internet connectivity disruption in Germany",
          "value": "de-2026-0017",
          "content_hash": "c3ac330162a89fde",
          "object_json": {
            "id": "incident--2b36bc07-d1a1-50a1-1ea2-dbdc7fe6f248",
            "name": "Internet connectivity disruption in Germany",
            "type": "incident",
            "title": "Internet connectivity disruption in Germany",
            "value": "de-2026-0017",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-23T00:25:00Z",
            "description": "IODA detected significant connectivity drop in Germany. 1 critical alerts recorded.",
            "anomaly_rate": 0.013117466320018908,
            "country_code": "DE",
            "country_name": "Germany",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-13008305046e5e7e574dc62e",
      "entity_type": "asn",
      "entity_key": "AS197549",
      "geography": "DE",
      "started_at": "2026-09-17T14:15:00.000Z",
      "last_observed_at": "2026-09-17T14:15:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.188138758185887
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS197549"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.630Z",
      "updated_at": "2026-10-03T23:50:35.080Z",
      "evidence": [
        {
          "event_id": "ise-13008305046e5e7e574dc62e",
          "stix_object_id": "incident--2dd98455-5b0d-5051-f8a1-d6d6b222db96",
          "platform": "ioda",
          "observed_at": "2026-09-17T14:15:00.000Z",
          "name": "DE-TopColo -- Germany",
          "value": "geoasn/197549-de",
          "content_hash": "3472fa4902bb0dae",
          "object_json": {
            "id": "incident--2dd98455-5b0d-5051-f8a1-d6d6b222db96",
            "name": "DE-TopColo -- Germany",
            "type": "incident",
            "score": 1542192.1088435373,
            "title": "DE-TopColo -- Germany",
            "value": "geoasn/197549-de",
            "method": "median",
            "location": "geoasn/197549-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1416889
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-16a793155a0bb1706f415bb8",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "IT",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.614474267884956
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "IT"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T09:05:43.910Z",
      "updated_at": "2026-10-03T23:50:27.396Z",
      "evidence": [
        {
          "event_id": "ise-16a793155a0bb1706f415bb8",
          "stix_object_id": "incident--2c4cc080-afff-5792-79c2-8b4c3c983db7",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- Italy",
          "value": "geoasn/12663-it",
          "content_hash": "2b7455da362a690c",
          "object_json": {
            "id": "incident--2c4cc080-afff-5792-79c2-8b4c3c983db7",
            "name": "VODAFONE-GROUP -- Italy",
            "type": "incident",
            "score": 411597.95918367343,
            "title": "VODAFONE-GROUP -- Italy",
            "value": "geoasn/12663-it",
            "method": "median",
            "location": "geoasn/12663-IT",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-25974b33d445be2e16858225",
      "entity_type": "asn",
      "entity_key": "AS20783",
      "geography": "DE",
      "started_at": "2026-09-20T14:20:00.000Z",
      "last_observed_at": "2026-09-20T14:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.683269009301561
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS20783"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-10-01T10:22:05.519Z",
      "updated_at": "2026-10-03T23:50:35.880Z",
      "evidence": [
        {
          "event_id": "ise-25974b33d445be2e16858225",
          "stix_object_id": "incident--2fcbb241-5c14-5f31-0a04-0672da63484c",
          "platform": "ioda",
          "observed_at": "2026-09-20T14:20:00.000Z",
          "name": "POP -- Germany",
          "value": "geoasn/20783-de",
          "content_hash": "9f78d1fd12f366b7",
          "object_json": {
            "id": "incident--2fcbb241-5c14-5f31-0a04-0672da63484c",
            "name": "POP -- Germany",
            "type": "incident",
            "score": 482245.4166666666,
            "title": "POP -- Germany",
            "value": "geoasn/20783-de",
            "method": "median",
            "location": "geoasn/20783-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1157389
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-36ca6652c33e446d09a24d5b",
      "entity_type": "asn",
      "entity_key": "AS35916",
      "geography": "DE",
      "started_at": "2026-09-07T08:15:00.000Z",
      "last_observed_at": "2026-09-07T08:15:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.908842851605805
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS35916"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:03.020Z",
      "updated_at": "2026-10-03T23:50:28.467Z",
      "evidence": [
        {
          "event_id": "ise-36ca6652c33e446d09a24d5b",
          "stix_object_id": "incident--9f7f36b3-dfee-526a-b9d3-4648cfbcb59b",
          "platform": "ioda",
          "observed_at": "2026-09-07T08:15:00.000Z",
          "name": "MULTA-ASN1 -- Germany",
          "value": "geoasn/35916-de",
          "content_hash": "fcd755e4be8ad4d3",
          "object_json": {
            "id": "incident--9f7f36b3-dfee-526a-b9d3-4648cfbcb59b",
            "name": "MULTA-ASN1 -- Germany",
            "type": "incident",
            "score": 810666.6666666666,
            "title": "MULTA-ASN1 -- Germany",
            "value": "geoasn/35916-de",
            "method": "median",
            "location": "geoasn/35916-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-3cb8d8ceb9ee8028819ef08a",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "1302",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.532988276200392
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "1302"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T08:05:09.919Z",
      "updated_at": "2026-10-03T23:50:27.387Z",
      "evidence": [
        {
          "event_id": "ise-3cb8d8ceb9ee8028819ef08a",
          "stix_object_id": "incident--3c5b48aa-aba4-5450-9997-9021efe68feb",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- Westminster",
          "value": "geoasn/12663-1302",
          "content_hash": "d5875d99c5cca50f",
          "object_json": {
            "id": "incident--3c5b48aa-aba4-5450-9997-9021efe68feb",
            "name": "VODAFONE-GROUP -- Westminster",
            "type": "incident",
            "score": 341182.7012278308,
            "title": "VODAFONE-GROUP -- Westminster",
            "value": "geoasn/12663-1302",
            "method": "median",
            "location": "geoasn/12663-1302",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-0b81645f21998162df30ff50",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "DE",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.243973928766368
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T08:05:09.900Z",
      "updated_at": "2026-10-03T23:50:27.271Z",
      "evidence": [
        {
          "event_id": "ise-0b81645f21998162df30ff50",
          "stix_object_id": "incident--c2195c80-bf97-5954-36a2-ee519f1fa002",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- Germany",
          "value": "geoasn/12663-de",
          "content_hash": "4562fd35882f8488",
          "object_json": {
            "id": "incident--c2195c80-bf97-5954-36a2-ee519f1fa002",
            "name": "VODAFONE-GROUP -- Germany",
            "type": "incident",
            "score": 175376.52173913043,
            "title": "VODAFONE-GROUP -- Germany",
            "value": "geoasn/12663-de",
            "method": "median",
            "location": "geoasn/12663-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a8dcac0f1a52b653fd1ae302",
      "entity_type": "asn",
      "entity_key": "AS10122",
      "geography": "DE",
      "started_at": "2026-09-11T10:00:00.000Z",
      "last_observed_at": "2026-09-11T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.2901857679087705
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS10122"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T12:40:28.473Z",
      "updated_at": "2026-10-03T23:50:32.156Z",
      "evidence": [
        {
          "event_id": "ise-a8dcac0f1a52b653fd1ae302",
          "stix_object_id": "incident--4b127c53-6bf2-50fc-22f6-6612895975b6",
          "platform": "ioda",
          "observed_at": "2026-09-11T10:00:00.000Z",
          "name": "NETSTAR-AS-AP -- Germany",
          "value": "geoasn/10122-de",
          "content_hash": "4500a1d2876214ba",
          "object_json": {
            "id": "incident--4b127c53-6bf2-50fc-22f6-6612895975b6",
            "name": "NETSTAR-AS-AP -- Germany",
            "type": "incident",
            "score": 195066.88172043007,
            "title": "NETSTAR-AS-AP -- Germany",
            "value": "geoasn/10122-de",
            "method": "median",
            "location": "geoasn/10122-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814122
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-aac2ab0e9a5815b81889b4d9",
      "entity_type": "asn",
      "entity_key": "AS199163",
      "geography": "DE",
      "started_at": "2026-09-09T10:00:00.000Z",
      "last_observed_at": "2026-09-09T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.8520436022463524
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS199163"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:06.471Z",
      "updated_at": "2026-10-03T23:50:31.237Z",
      "evidence": [
        {
          "event_id": "ise-aac2ab0e9a5815b81889b4d9",
          "stix_object_id": "incident--0b9037fa-bacf-5cdd-745e-37580b10ea4e",
          "platform": "ioda",
          "observed_at": "2026-09-09T10:00:00.000Z",
          "name": "UBL-IS-ASN -- Germany",
          "value": "geoasn/199163-de",
          "content_hash": "85a0862d80f9230a",
          "object_json": {
            "id": "incident--0b9037fa-bacf-5cdd-745e-37580b10ea4e",
            "name": "UBL-IS-ASN -- Germany",
            "type": "incident",
            "score": 711283.9215686274,
            "title": "UBL-IS-ASN -- Germany",
            "value": "geoasn/199163-de",
            "method": "median",
            "location": "geoasn/199163-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813774
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-ae7d1a804fb1aea50d9823a3",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "1950",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.795364050378997
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "1950"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T10:06:18.552Z",
      "updated_at": "2026-10-03T23:50:27.359Z",
      "evidence": [
        {
          "event_id": "ise-ae7d1a804fb1aea50d9823a3",
          "stix_object_id": "incident--15c33ab8-dc9c-5dd4-5870-d7c3f5e45c5b",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- Roma",
          "value": "geoasn/12663-1950",
          "content_hash": "575af17494318191",
          "object_json": {
            "id": "incident--15c33ab8-dc9c-5dd4-5870-d7c3f5e45c5b",
            "name": "VODAFONE-GROUP -- Roma",
            "type": "incident",
            "score": 624256.9047619047,
            "title": "VODAFONE-GROUP -- Roma",
            "value": "geoasn/12663-1950",
            "method": "median",
            "location": "geoasn/12663-1950",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-b8af1297aeb223f01dc86a92",
      "entity_type": "asn",
      "entity_key": "AS197549",
      "geography": "830",
      "started_at": "2026-09-17T14:15:00.000Z",
      "last_observed_at": "2026-09-17T14:15:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.188138758185887
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS197549"
      ],
      "affected_services": [],
      "affected_regions": [
        "830"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.623Z",
      "updated_at": "2026-10-03T23:50:35.089Z",
      "evidence": [
        {
          "event_id": "ise-b8af1297aeb223f01dc86a92",
          "stix_object_id": "incident--4a15f317-507e-5758-0a0e-497e7fcf01ea",
          "platform": "ioda",
          "observed_at": "2026-09-17T14:15:00.000Z",
          "name": "DE-TopColo -- Hessen",
          "value": "geoasn/197549-830",
          "content_hash": "ad175c5160b2d827",
          "object_json": {
            "id": "incident--4a15f317-507e-5758-0a0e-497e7fcf01ea",
            "name": "DE-TopColo -- Hessen",
            "type": "incident",
            "score": 1542192.1088435373,
            "title": "DE-TopColo -- Hessen",
            "value": "geoasn/197549-830",
            "method": "median",
            "location": "geoasn/197549-830",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1416889
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-bdb7c25a031e3e45e0d06c42",
      "entity_type": "asn",
      "entity_key": "AS13213",
      "geography": "DE",
      "started_at": "2026-08-11T10:00:00.000Z",
      "last_observed_at": "2026-08-11T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.143725856736896
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS13213"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:22.204Z",
      "updated_at": "2026-10-03T23:50:21.846Z",
      "evidence": [
        {
          "event_id": "ise-bdb7c25a031e3e45e0d06c42",
          "stix_object_id": "incident--5ebce66e-366e-5c06-25bb-85346bde481b",
          "platform": "ioda",
          "observed_at": "2026-08-11T10:00:00.000Z",
          "name": "UK2NET-AS -- Germany",
          "value": "geoasn/13213-de",
          "content_hash": "39bacdda32559ede",
          "object_json": {
            "id": "incident--5ebce66e-366e-5c06-25bb-85346bde481b",
            "name": "UK2NET-AS -- Germany",
            "type": "incident",
            "score": 1392276.6666666667,
            "title": "UK2NET-AS -- Germany",
            "value": "geoasn/13213-de",
            "method": "median",
            "location": "geoasn/13213-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1670732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-c0cfaa0783c15e36bb4706da",
      "entity_type": "asn",
      "entity_key": "AS45012",
      "geography": "DE",
      "started_at": "2026-09-17T02:35:00.000Z",
      "last_observed_at": "2026-09-17T02:35:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.111716507992661
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS45012"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.391Z",
      "updated_at": "2026-10-03T23:50:34.764Z",
      "evidence": [
        {
          "event_id": "ise-c0cfaa0783c15e36bb4706da",
          "stix_object_id": "incident--e9585c72-b36d-54cb-2510-f17ae1fff2f6",
          "platform": "ioda",
          "observed_at": "2026-09-17T02:35:00.000Z",
          "name": "CLOUDPIT -- Germany",
          "value": "geoasn/45012-de",
          "content_hash": "964aa21a751cda97",
          "object_json": {
            "id": "incident--e9585c72-b36d-54cb-2510-f17ae1fff2f6",
            "name": "CLOUDPIT -- Germany",
            "type": "incident",
            "score": 129334.13120567375,
            "title": "CLOUDPIT -- Germany",
            "value": "geoasn/45012-de",
            "method": "median",
            "location": "geoasn/45012-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1458889
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-dc5ba8567aa506e9e61d6575",
      "entity_type": "asn",
      "entity_key": "AS13213",
      "geography": "830",
      "started_at": "2026-08-11T10:00:00.000Z",
      "last_observed_at": "2026-08-11T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.143725856736896
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS13213"
      ],
      "affected_services": [],
      "affected_regions": [
        "830"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:22.240Z",
      "updated_at": "2026-10-03T23:50:21.863Z",
      "evidence": [
        {
          "event_id": "ise-dc5ba8567aa506e9e61d6575",
          "stix_object_id": "incident--9a108d20-b88f-5b8e-0af1-2b71684dabf1",
          "platform": "ioda",
          "observed_at": "2026-08-11T10:00:00.000Z",
          "name": "UK2NET-AS -- Hessen",
          "value": "geoasn/13213-830",
          "content_hash": "622e550bcad25c42",
          "object_json": {
            "id": "incident--9a108d20-b88f-5b8e-0af1-2b71684dabf1",
            "name": "UK2NET-AS -- Hessen",
            "type": "incident",
            "score": 1392276.6666666667,
            "title": "UK2NET-AS -- Hessen",
            "value": "geoasn/13213-830",
            "method": "median",
            "location": "geoasn/13213-830",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1670732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-deb1480d47cfabc32f0c82ae",
      "entity_type": "asn",
      "entity_key": "AS13213",
      "geography": "4421",
      "started_at": "2026-09-15T13:40:00.000Z",
      "last_observed_at": "2026-09-15T13:40:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.260234502412716
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS13213"
      ],
      "affected_services": [],
      "affected_regions": [
        "4421"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:24.462Z",
      "updated_at": "2026-10-03T23:50:33.580Z",
      "evidence": [
        {
          "event_id": "ise-deb1480d47cfabc32f0c82ae",
          "stix_object_id": "incident--267a1bb0-28ed-524c-77b6-4cb4da64ee9b",
          "platform": "ioda",
          "observed_at": "2026-09-15T13:40:00.000Z",
          "name": "UK2NET-AS -- Utah",
          "value": "geoasn/13213-4421",
          "content_hash": "37f4f24df8c9d4e8",
          "object_json": {
            "id": "incident--267a1bb0-28ed-524c-77b6-4cb4da64ee9b",
            "name": "UK2NET-AS -- Utah",
            "type": "incident",
            "score": 182067.36928104577,
            "title": "UK2NET-AS -- Utah",
            "value": "geoasn/13213-4421",
            "method": "median",
            "location": "geoasn/13213-4421",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1591789
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-e432ad3d7e629ec0710a4731",
      "entity_type": "asn",
      "entity_key": "AS209040",
      "geography": "828",
      "started_at": "2026-08-10T07:55:00.000Z",
      "last_observed_at": "2026-08-10T07:55:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.20747548293881
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS209040"
      ],
      "affected_services": [],
      "affected_regions": [
        "828"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:20.847Z",
      "updated_at": "2026-10-03T23:50:20.733Z",
      "evidence": [
        {
          "event_id": "ise-e432ad3d7e629ec0710a4731",
          "stix_object_id": "incident--941afeff-0f4c-5fe5-024c-9008021961dc",
          "platform": "ioda",
          "observed_at": "2026-08-10T07:55:00.000Z",
          "name": "ASseWi -- Nordrhein-Westfalen",
          "value": "geoasn/209040-828",
          "content_hash": "12b3311e33d65aea",
          "object_json": {
            "id": "incident--941afeff-0f4c-5fe5-024c-9008021961dc",
            "name": "ASseWi -- Nordrhein-Westfalen",
            "type": "incident",
            "score": 161240,
            "title": "ASseWi -- Nordrhein-Westfalen",
            "value": "geoasn/209040-828",
            "method": "median",
            "location": "geoasn/209040-828",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209300
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-ea0170587f0f9c68a2475798",
      "entity_type": "asn",
      "entity_key": "AS12586",
      "geography": "830",
      "started_at": "2026-09-17T12:30:00.000Z",
      "last_observed_at": "2026-09-17T12:30:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.312262962425434
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12586"
      ],
      "affected_services": [],
      "affected_regions": [
        "830"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.593Z",
      "updated_at": "2026-10-03T23:50:35.036Z",
      "evidence": [
        {
          "event_id": "ise-ea0170587f0f9c68a2475798",
          "stix_object_id": "incident--dd7742e9-2c86-5872-ee91-d252574594a4",
          "platform": "ioda",
          "observed_at": "2026-09-17T12:30:00.000Z",
          "name": "ASGHOSTNET -- Hessen",
          "value": "geoasn/12586-830",
          "content_hash": "99141971ab782962",
          "object_json": {
            "id": "incident--dd7742e9-2c86-5872-ee91-d252574594a4",
            "name": "ASGHOSTNET -- Hessen",
            "type": "incident",
            "score": 205239.45199835187,
            "title": "ASGHOSTNET -- Hessen",
            "value": "geoasn/12586-830",
            "method": "median",
            "location": "geoasn/12586-830",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1423189
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-f2b30a032f5fdec83757c8d8",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "828",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.2417581484535125
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "828"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T08:05:09.909Z",
      "updated_at": "2026-10-03T23:50:27.291Z",
      "evidence": [
        {
          "event_id": "ise-f2b30a032f5fdec83757c8d8",
          "stix_object_id": "incident--a918310b-41ec-5ff8-88d7-a353a9979603",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- Nordrhein-Westfalen",
          "value": "geoasn/12663-828",
          "content_hash": "14957b6845b6efa7",
          "object_json": {
            "id": "incident--a918310b-41ec-5ff8-88d7-a353a9979603",
            "name": "VODAFONE-GROUP -- Nordrhein-Westfalen",
            "type": "incident",
            "score": 174484.02035623408,
            "title": "VODAFONE-GROUP -- Nordrhein-Westfalen",
            "value": "geoasn/12663-828",
            "method": "median",
            "location": "geoasn/12663-828",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-4793fb69e29d3b0c2d2b0309",
      "entity_type": "asn",
      "entity_key": "AS13213",
      "geography": "US",
      "started_at": "2026-09-15T13:40:00.000Z",
      "last_observed_at": "2026-09-15T13:40:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.168464690312557
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS13213"
      ],
      "affected_services": [],
      "affected_regions": [
        "US"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:24.453Z",
      "updated_at": "2026-10-03T23:50:33.588Z",
      "evidence": [
        {
          "event_id": "ise-4793fb69e29d3b0c2d2b0309",
          "stix_object_id": "incident--7b3f6bf5-12e8-5d6a-a728-6ef0a30f62a5",
          "platform": "ioda",
          "observed_at": "2026-09-15T13:40:00.000Z",
          "name": "UK2NET-AS -- United States",
          "value": "geoasn/13213-us",
          "content_hash": "b445c1443ea2a707",
          "object_json": {
            "id": "incident--7b3f6bf5-12e8-5d6a-a728-6ef0a30f62a5",
            "name": "UK2NET-AS -- United States",
            "type": "incident",
            "score": 147387.87037037036,
            "title": "UK2NET-AS -- United States",
            "value": "geoasn/13213-us",
            "method": "median",
            "location": "geoasn/13213-US",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1591789
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-4facf3ed5a270fa0fe7236e1",
      "entity_type": "asn",
      "entity_key": "AS45012",
      "geography": "828",
      "started_at": "2026-09-17T02:35:00.000Z",
      "last_observed_at": "2026-09-17T02:35:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.360567027372992
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS45012"
      ],
      "affected_services": [],
      "affected_regions": [
        "828"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.398Z",
      "updated_at": "2026-10-03T23:50:34.754Z",
      "evidence": [
        {
          "event_id": "ise-4facf3ed5a270fa0fe7236e1",
          "stix_object_id": "incident--ac0f036a-ec5c-5597-d61b-910e857f5560",
          "platform": "ioda",
          "observed_at": "2026-09-17T02:35:00.000Z",
          "name": "CLOUDPIT -- Nordrhein-Westfalen",
          "value": "geoasn/45012-828",
          "content_hash": "b35acc09cb83ba60",
          "object_json": {
            "id": "incident--ac0f036a-ec5c-5597-d61b-910e857f5560",
            "name": "CLOUDPIT -- Nordrhein-Westfalen",
            "type": "incident",
            "score": 229385.06289308178,
            "title": "CLOUDPIT -- Nordrhein-Westfalen",
            "value": "geoasn/45012-828",
            "method": "median",
            "location": "geoasn/45012-828",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1458889
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-53e8a5e93a81e914c2b1847b",
      "entity_type": "asn",
      "entity_key": "AS20783",
      "geography": "834",
      "started_at": "2026-09-20T14:20:00.000Z",
      "last_observed_at": "2026-09-20T14:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.683269009301561
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS20783"
      ],
      "affected_services": [],
      "affected_regions": [
        "834"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-10-01T10:22:05.541Z",
      "updated_at": "2026-10-03T23:50:35.861Z",
      "evidence": [
        {
          "event_id": "ise-53e8a5e93a81e914c2b1847b",
          "stix_object_id": "incident--a6ecea9e-15ef-54b1-8f54-8dc15112df99",
          "platform": "ioda",
          "observed_at": "2026-09-20T14:20:00.000Z",
          "name": "POP -- Hamburg",
          "value": "geoasn/20783-834",
          "content_hash": "e7fa3e03a204bafc",
          "object_json": {
            "id": "incident--a6ecea9e-15ef-54b1-8f54-8dc15112df99",
            "name": "POP -- Hamburg",
            "type": "incident",
            "score": 482245.4166666666,
            "title": "POP -- Hamburg",
            "value": "geoasn/20783-834",
            "method": "median",
            "location": "geoasn/20783-834",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1157389
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-5406c9f44ee4bf5bb6f6fde8",
      "entity_type": "asn",
      "entity_key": "AS209040",
      "geography": "DE",
      "started_at": "2026-08-10T07:55:00.000Z",
      "last_observed_at": "2026-08-10T07:55:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.20747548293881
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS209040"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:20.838Z",
      "updated_at": "2026-10-03T23:50:20.726Z",
      "evidence": [
        {
          "event_id": "ise-5406c9f44ee4bf5bb6f6fde8",
          "stix_object_id": "incident--6c934ea8-ce2b-52d0-6ec8-235eede1409f",
          "platform": "ioda",
          "observed_at": "2026-08-10T07:55:00.000Z",
          "name": "ASseWi -- Germany",
          "value": "geoasn/209040-de",
          "content_hash": "febe2a39c8a70ae7",
          "object_json": {
            "id": "incident--6c934ea8-ce2b-52d0-6ec8-235eede1409f",
            "name": "ASseWi -- Germany",
            "type": "incident",
            "score": 161240,
            "title": "ASseWi -- Germany",
            "value": "geoasn/209040-de",
            "method": "median",
            "location": "geoasn/209040-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209300
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-54fddb0717bb2ff7f6a2c16c",
      "entity_type": "asn",
      "entity_key": "AS10122",
      "geography": "US",
      "started_at": "2026-09-11T10:00:00.000Z",
      "last_observed_at": "2026-09-11T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.605455053588468
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS10122"
      ],
      "affected_services": [],
      "affected_regions": [
        "US"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T12:51:18.397Z",
      "updated_at": "2026-10-03T23:50:32.148Z",
      "evidence": [
        {
          "event_id": "ise-54fddb0717bb2ff7f6a2c16c",
          "stix_object_id": "incident--2fd0f5dd-1c75-5a19-ae9d-719ecfdf4b6c",
          "platform": "ioda",
          "observed_at": "2026-09-11T10:00:00.000Z",
          "name": "NETSTAR-AS-AP -- United States",
          "value": "geoasn/10122-us",
          "content_hash": "5d9d0d3fc509e29d",
          "object_json": {
            "id": "incident--2fd0f5dd-1c75-5a19-ae9d-719ecfdf4b6c",
            "name": "NETSTAR-AS-AP -- United States",
            "type": "incident",
            "score": 403138.2222222222,
            "title": "NETSTAR-AS-AP -- United States",
            "value": "geoasn/10122-us",
            "method": "median",
            "location": "geoasn/10122-US",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814122
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-5a91050d97d2194165eb849a",
      "entity_type": "asn",
      "entity_key": "AS58212",
      "geography": "830",
      "started_at": "2026-08-20T18:40:00.000Z",
      "last_observed_at": "2026-08-20T18:40:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.361443626333168
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS58212"
      ],
      "affected_services": [],
      "affected_regions": [
        "830"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.610Z",
      "updated_at": "2026-10-03T23:50:26.790Z",
      "evidence": [
        {
          "event_id": "ise-5a91050d97d2194165eb849a",
          "stix_object_id": "incident--19f7618e-ea3a-525d-440c-bfb51ef2013b",
          "platform": "ioda",
          "observed_at": "2026-08-20T18:40:00.000Z",
          "name": "DATAFOREST -- Hessen",
          "value": "geoasn/58212-830",
          "content_hash": "900993098e57f9da",
          "object_json": {
            "id": "incident--19f7618e-ea3a-525d-440c-bfb51ef2013b",
            "name": "DATAFOREST -- Hessen",
            "type": "incident",
            "score": 229848.53333333333,
            "title": "DATAFOREST -- Hessen",
            "value": "geoasn/58212-830",
            "method": "median",
            "location": "geoasn/58212-830",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 861932
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-7f0a79358781d38ec78486b4",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "1978",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.332700035135302
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "1978"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T09:05:43.949Z",
      "updated_at": "2026-10-03T23:50:27.306Z",
      "evidence": [
        {
          "event_id": "ise-7f0a79358781d38ec78486b4",
          "stix_object_id": "incident--6e6b8216-c241-5c6e-a260-f38624fbc111",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- Milano",
          "value": "geoasn/12663-1978",
          "content_hash": "cc381129647e41f9",
          "object_json": {
            "id": "incident--6e6b8216-c241-5c6e-a260-f38624fbc111",
            "name": "VODAFONE-GROUP -- Milano",
            "type": "incident",
            "score": 215128.53333333333,
            "title": "VODAFONE-GROUP -- Milano",
            "value": "geoasn/12663-1978",
            "method": "median",
            "location": "geoasn/12663-1978",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-865cd6442dd70f0bd79f08e6",
      "entity_type": "asn",
      "entity_key": "AS8391",
      "geography": "DE",
      "started_at": "2026-08-20T14:20:00.000Z",
      "last_observed_at": "2026-08-20T14:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.208465820102602
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS8391"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.509Z",
      "updated_at": "2026-10-03T23:50:26.717Z",
      "evidence": [
        {
          "event_id": "ise-865cd6442dd70f0bd79f08e6",
          "stix_object_id": "incident--9ac5ddd1-a684-510c-49fc-ff55842ad834",
          "platform": "ioda",
          "observed_at": "2026-08-20T14:20:00.000Z",
          "name": "KNIPP-AS -- Germany",
          "value": "geoasn/8391-de",
          "content_hash": "6d7fa39b2390d06c",
          "object_json": {
            "id": "incident--9ac5ddd1-a684-510c-49fc-ff55842ad834",
            "name": "KNIPP-AS -- Germany",
            "type": "incident",
            "score": 161608.10313075507,
            "title": "KNIPP-AS -- Germany",
            "value": "geoasn/8391-de",
            "method": "median",
            "location": "geoasn/8391-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 877532
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-8727a46b84648eca049ee5e4",
      "entity_type": "asn",
      "entity_key": "AS35916",
      "geography": "830",
      "started_at": "2026-09-07T08:15:00.000Z",
      "last_observed_at": "2026-09-07T08:15:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.949776160684643
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS35916"
      ],
      "affected_services": [],
      "affected_regions": [
        "830"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:03.012Z",
      "updated_at": "2026-10-03T23:50:28.481Z",
      "evidence": [
        {
          "event_id": "ise-8727a46b84648eca049ee5e4",
          "stix_object_id": "incident--be6fc5e3-4f99-5f11-3587-da1981749cdc",
          "platform": "ioda",
          "observed_at": "2026-09-07T08:15:00.000Z",
          "name": "MULTA-ASN1 -- Hessen",
          "value": "geoasn/35916-830",
          "content_hash": "ca13597d3fe24d09",
          "object_json": {
            "id": "incident--be6fc5e3-4f99-5f11-3587-da1981749cdc",
            "name": "MULTA-ASN1 -- Hessen",
            "type": "incident",
            "score": 890790.6976744186,
            "title": "MULTA-ASN1 -- Hessen",
            "value": "geoasn/35916-830",
            "method": "median",
            "location": "geoasn/35916-830",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-90ba3c8154024163a929a9ed",
      "entity_type": "asn",
      "entity_key": "AS199163",
      "geography": "830",
      "started_at": "2026-09-09T10:00:00.000Z",
      "last_observed_at": "2026-09-09T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.878372505052384
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS199163"
      ],
      "affected_services": [],
      "affected_regions": [
        "830"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:06.461Z",
      "updated_at": "2026-10-03T23:50:31.196Z",
      "evidence": [
        {
          "event_id": "ise-90ba3c8154024163a929a9ed",
          "stix_object_id": "incident--61648cd0-942f-5007-d88c-a093d1e0b8f6",
          "platform": "ioda",
          "observed_at": "2026-09-09T10:00:00.000Z",
          "name": "UBL-IS-ASN -- Hessen",
          "value": "geoasn/199163-830",
          "content_hash": "4f8e11f04c1fe7b2",
          "object_json": {
            "id": "incident--61648cd0-942f-5007-d88c-a093d1e0b8f6",
            "name": "UBL-IS-ASN -- Hessen",
            "type": "incident",
            "score": 755739.1666666666,
            "title": "UBL-IS-ASN -- Hessen",
            "value": "geoasn/199163-830",
            "method": "median",
            "location": "geoasn/199163-830",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813774
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-90ee5e620e185ac50686d713",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": "GB",
      "started_at": "2026-08-21T10:00:00.000Z",
      "last_observed_at": "2026-08-21T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.527669780611324
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [
        "GB"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-30T10:06:18.538Z",
      "updated_at": "2026-10-03T23:50:27.316Z",
      "evidence": [
        {
          "event_id": "ise-90ee5e620e185ac50686d713",
          "stix_object_id": "incident--4b6471e7-5933-5fd4-0e91-f57d8a3c8707",
          "platform": "ioda",
          "observed_at": "2026-08-21T10:00:00.000Z",
          "name": "VODAFONE-GROUP -- United Kingdom",
          "value": "geoasn/12663-gb",
          "content_hash": "b3a5be582d760aca",
          "object_json": {
            "id": "incident--4b6471e7-5933-5fd4-0e91-f57d8a3c8707",
            "name": "VODAFONE-GROUP -- United Kingdom",
            "type": "incident",
            "score": 337029.94694960205,
            "title": "VODAFONE-GROUP -- United Kingdom",
            "value": "geoasn/12663-gb",
            "method": "median",
            "location": "geoasn/12663-GB",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 806732
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-91e6d30a141e9f2a85d34e46",
      "entity_type": "asn",
      "entity_key": "AS8391",
      "geography": "828",
      "started_at": "2026-08-20T14:20:00.000Z",
      "last_observed_at": "2026-08-20T14:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.21329133429781
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS8391"
      ],
      "affected_services": [],
      "affected_regions": [
        "828"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.487Z",
      "updated_at": "2026-10-03T23:50:26.702Z",
      "evidence": [
        {
          "event_id": "ise-91e6d30a141e9f2a85d34e46",
          "stix_object_id": "incident--8c136733-4627-5644-bbaf-f05a08ae7573",
          "platform": "ioda",
          "observed_at": "2026-08-20T14:20:00.000Z",
          "name": "KNIPP-AS -- Nordrhein-Westfalen",
          "value": "geoasn/8391-828",
          "content_hash": "793a5034838806ab",
          "object_json": {
            "id": "incident--8c136733-4627-5644-bbaf-f05a08ae7573",
            "name": "KNIPP-AS -- Nordrhein-Westfalen",
            "type": "incident",
            "score": 163413.78026070763,
            "title": "KNIPP-AS -- Nordrhein-Westfalen",
            "value": "geoasn/8391-828",
            "method": "median",
            "location": "geoasn/8391-828",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 877532
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-9b7d1d37d6601e4a5ae035d9",
      "entity_type": "asn",
      "entity_key": "AS12586",
      "geography": "DE",
      "started_at": "2026-09-17T12:30:00.000Z",
      "last_observed_at": "2026-09-17T12:30:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.316843170138663
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12586"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.600Z",
      "updated_at": "2026-10-03T23:50:35.025Z",
      "evidence": [
        {
          "event_id": "ise-9b7d1d37d6601e4a5ae035d9",
          "stix_object_id": "incident--e2890376-d22f-5a9a-5d26-f695c8fa5095",
          "platform": "ioda",
          "observed_at": "2026-09-17T12:30:00.000Z",
          "name": "ASGHOSTNET -- Germany",
          "value": "geoasn/12586-de",
          "content_hash": "24ca9770cd33980e",
          "object_json": {
            "id": "incident--e2890376-d22f-5a9a-5d26-f695c8fa5095",
            "name": "ASGHOSTNET -- Germany",
            "type": "incident",
            "score": 207415.43721973093,
            "title": "ASGHOSTNET -- Germany",
            "value": "geoasn/12586-de",
            "method": "median",
            "location": "geoasn/12586-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1423189
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-9d53316908fb752b95570655",
      "entity_type": "asn",
      "entity_key": "AS58212",
      "geography": "DE",
      "started_at": "2026-08-20T18:40:00.000Z",
      "last_observed_at": "2026-08-20T18:40:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.211199805441559
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS58212"
      ],
      "affected_services": [],
      "affected_regions": [
        "DE"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.599Z",
      "updated_at": "2026-10-03T23:50:26.806Z",
      "evidence": [
        {
          "event_id": "ise-9d53316908fb752b95570655",
          "stix_object_id": "incident--5763302b-84b3-525d-c7d4-f7c1bfbc261c",
          "platform": "ioda",
          "observed_at": "2026-08-20T18:40:00.000Z",
          "name": "DATAFOREST -- Germany",
          "value": "geoasn/58212-de",
          "content_hash": "b29a10b302204f93",
          "object_json": {
            "id": "incident--5763302b-84b3-525d-c7d4-f7c1bfbc261c",
            "name": "DATAFOREST -- Germany",
            "type": "incident",
            "score": 162628.67924528304,
            "title": "DATAFOREST -- Germany",
            "value": "geoasn/58212-de",
            "method": "median",
            "location": "geoasn/58212-DE",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 861932
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-41d006406e040d8729af4def",
      "entity_type": "asn",
      "entity_key": "AS209040",
      "geography": null,
      "started_at": "2026-08-10T07:50:00.000Z",
      "last_observed_at": "2026-08-10T07:50:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 4.9065559046643115
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS209040"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:20.828Z",
      "updated_at": "2026-10-03T23:50:20.718Z",
      "evidence": [
        {
          "event_id": "ise-41d006406e040d8729af4def",
          "stix_object_id": "incident--a4c9435d-17ec-5892-56f4-73a9201f4f52",
          "platform": "ioda",
          "observed_at": "2026-08-10T07:50:00.000Z",
          "name": "AS209040 (ASseWi)",
          "value": "asn/209040",
          "content_hash": "1a2e58ff4b2b1458",
          "object_json": {
            "id": "incident--a4c9435d-17ec-5892-56f4-73a9201f4f52",
            "name": "AS209040 (ASseWi)",
            "type": "incident",
            "score": 80640,
            "title": "AS209040 (ASseWi)",
            "value": "asn/209040",
            "method": "median",
            "location": "asn/209040",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-d03decd722c3d90dc1c0a76b",
      "entity_type": "asn",
      "entity_key": "AS197549",
      "geography": null,
      "started_at": "2026-09-17T14:15:00.000Z",
      "last_observed_at": "2026-09-17T14:15:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.183729642154387
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS197549"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.637Z",
      "updated_at": "2026-10-03T23:50:35.070Z",
      "evidence": [
        {
          "event_id": "ise-d03decd722c3d90dc1c0a76b",
          "stix_object_id": "incident--d0993090-708f-5975-1e8a-6b3b1acb1163",
          "platform": "ioda",
          "observed_at": "2026-09-17T14:15:00.000Z",
          "name": "AS197549 (DE-TopColo)",
          "value": "asn/197549",
          "content_hash": "ec30354517b6c90d",
          "object_json": {
            "id": "incident--d0993090-708f-5975-1e8a-6b3b1acb1163",
            "name": "AS197549 (DE-TopColo)",
            "type": "incident",
            "score": 1526614.4107744107,
            "title": "AS197549 (DE-TopColo)",
            "value": "asn/197549",
            "method": "median",
            "location": "asn/197549",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1416889
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-f26740132d82a946358a53c4",
      "entity_type": "asn",
      "entity_key": "AS8391",
      "geography": null,
      "started_at": "2026-08-20T14:20:00.000Z",
      "last_observed_at": "2026-08-20T14:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.162948634492023
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS8391"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.499Z",
      "updated_at": "2026-10-03T23:50:26.709Z",
      "evidence": [
        {
          "event_id": "ise-f26740132d82a946358a53c4",
          "stix_object_id": "incident--2d598aec-702e-5ee8-c086-b9502421fe68",
          "platform": "ioda",
          "observed_at": "2026-08-20T14:20:00.000Z",
          "name": "AS8391 (KNIPP-AS)",
          "value": "asn/8391",
          "content_hash": "9382ef68c609f9d8",
          "object_json": {
            "id": "incident--2d598aec-702e-5ee8-c086-b9502421fe68",
            "name": "AS8391 (KNIPP-AS)",
            "type": "incident",
            "score": 145527.69485903817,
            "title": "AS8391 (KNIPP-AS)",
            "value": "asn/8391",
            "method": "median",
            "location": "asn/8391",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 877532
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-502f8fb25d208e19f05df171",
      "entity_type": "asn",
      "entity_key": "AS10122",
      "geography": null,
      "started_at": "2026-09-11T03:50:00.000Z",
      "last_observed_at": "2026-09-11T03:50:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.165237440582335
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS10122"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:07.589Z",
      "updated_at": "2026-10-03T23:50:32.063Z",
      "evidence": [
        {
          "event_id": "ise-502f8fb25d208e19f05df171",
          "stix_object_id": "incident--3ab6dbb4-d0b4-5a1d-1674-3ba3a772e6c7",
          "platform": "ioda",
          "observed_at": "2026-09-11T03:50:00.000Z",
          "name": "AS10122 (BIGO-AS-AP)",
          "value": "asn/10122",
          "content_hash": "beb96738ef54e4d1",
          "object_json": {
            "id": "incident--3ab6dbb4-d0b4-5a1d-1674-3ba3a772e6c7",
            "name": "AS10122 (BIGO-AS-AP)",
            "type": "incident",
            "score": 146296.68049792532,
            "title": "AS10122 (BIGO-AS-AP)",
            "value": "asn/10122",
            "method": "median",
            "location": "asn/10122",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1410300
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-2f2f78cc38f78f6273589182",
      "entity_type": "asn",
      "entity_key": "AS12586",
      "geography": null,
      "started_at": "2026-09-17T12:30:00.000Z",
      "last_observed_at": "2026-09-17T12:30:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.355553568931633
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12586"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.608Z",
      "updated_at": "2026-10-03T23:50:35.047Z",
      "evidence": [
        {
          "event_id": "ise-2f2f78cc38f78f6273589182",
          "stix_object_id": "incident--5b24b5b3-7421-5057-29f2-3e9e0ed9779a",
          "platform": "ioda",
          "observed_at": "2026-09-17T12:30:00.000Z",
          "name": "AS12586 (ASGHOSTNET)",
          "value": "asn/12586",
          "content_hash": "62d9dedda01be173",
          "object_json": {
            "id": "incident--5b24b5b3-7421-5057-29f2-3e9e0ed9779a",
            "name": "AS12586 (ASGHOSTNET)",
            "type": "incident",
            "score": 226752.27533118508,
            "title": "AS12586 (ASGHOSTNET)",
            "value": "asn/12586",
            "method": "median",
            "location": "asn/12586",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1423189
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-8fd4844d34610f8d9aa49a0e",
      "entity_type": "asn",
      "entity_key": "AS199163",
      "geography": null,
      "started_at": "2026-09-11T03:15:00.000Z",
      "last_observed_at": "2026-09-11T03:15:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.8521118378865244
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS199163"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:07.546Z",
      "updated_at": "2026-10-03T23:50:32.054Z",
      "evidence": [
        {
          "event_id": "ise-8fd4844d34610f8d9aa49a0e",
          "stix_object_id": "incident--83df53a2-3422-5a60-80f2-55bede512904",
          "platform": "ioda",
          "observed_at": "2026-09-11T03:15:00.000Z",
          "name": "AS199163 (UBL-IS-ASN)",
          "value": "asn/199163",
          "content_hash": "8aeedffd5c7f3007",
          "object_json": {
            "id": "incident--83df53a2-3422-5a60-80f2-55bede512904",
            "name": "AS199163 (UBL-IS-ASN)",
            "type": "incident",
            "score": 711395.6862745098,
            "title": "AS199163 (UBL-IS-ASN)",
            "value": "asn/199163",
            "method": "median",
            "location": "asn/199163",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814059
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a64632ddd82932f4f7428775",
      "entity_type": "asn",
      "entity_key": "AS20783",
      "geography": null,
      "started_at": "2026-09-20T14:20:00.000Z",
      "last_observed_at": "2026-09-20T14:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.683269009301561
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS20783"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-10-01T10:22:05.509Z",
      "updated_at": "2026-10-03T23:50:35.870Z",
      "evidence": [
        {
          "event_id": "ise-a64632ddd82932f4f7428775",
          "stix_object_id": "incident--1373b491-0b67-5f3a-01a2-36d7330485d8",
          "platform": "ioda",
          "observed_at": "2026-09-20T14:20:00.000Z",
          "name": "AS20783 (POP)",
          "value": "asn/20783",
          "content_hash": "31ddadc6cbdb4f9f",
          "object_json": {
            "id": "incident--1373b491-0b67-5f3a-01a2-36d7330485d8",
            "name": "AS20783 (POP)",
            "type": "incident",
            "score": 482245.4166666666,
            "title": "AS20783 (POP)",
            "value": "asn/20783",
            "method": "median",
            "location": "asn/20783",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1157389
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-cfc0a05e53f40da8b162170e",
      "entity_type": "asn",
      "entity_key": "AS12663",
      "geography": null,
      "started_at": "2026-08-20T22:25:00.000Z",
      "last_observed_at": "2026-08-20T22:25:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.386730911912705
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS12663"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.674Z",
      "updated_at": "2026-10-03T23:50:26.851Z",
      "evidence": [
        {
          "event_id": "ise-cfc0a05e53f40da8b162170e",
          "stix_object_id": "incident--19070ca9-3c60-5bca-cedf-73cb9f0c81e3",
          "platform": "ioda",
          "observed_at": "2026-08-20T22:25:00.000Z",
          "name": "AS12663 (VODAFONE-GROUP)",
          "value": "asn/12663",
          "content_hash": "0ca41b566776b89d",
          "object_json": {
            "id": "incident--19070ca9-3c60-5bca-cedf-73cb9f0c81e3",
            "name": "AS12663 (VODAFONE-GROUP)",
            "type": "incident",
            "score": 243629.08229721725,
            "title": "AS12663 (VODAFONE-GROUP)",
            "value": "asn/12663",
            "method": "median",
            "location": "asn/12663",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 848432
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-67336a2bd73416b7019687b4",
      "entity_type": "asn",
      "entity_key": "AS58212",
      "geography": null,
      "started_at": "2026-08-20T18:40:00.000Z",
      "last_observed_at": "2026-08-20T18:40:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 4.225119667350629
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS58212"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:26.619Z",
      "updated_at": "2026-10-03T23:50:26.798Z",
      "evidence": [
        {
          "event_id": "ise-67336a2bd73416b7019687b4",
          "stix_object_id": "incident--6811fea1-ac90-5bc8-fa86-f103f16c2d33",
          "platform": "ioda",
          "observed_at": "2026-08-20T18:40:00.000Z",
          "name": "AS58212 (DATAFOREST)",
          "value": "asn/58212",
          "content_hash": "f08314cb8bc99471",
          "object_json": {
            "id": "incident--6811fea1-ac90-5bc8-fa86-f103f16c2d33",
            "name": "AS58212 (DATAFOREST)",
            "type": "incident",
            "score": 16791.666666666668,
            "title": "AS58212 (DATAFOREST)",
            "value": "asn/58212",
            "method": "median",
            "location": "asn/58212",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 725400
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-6fc8a807099ec792c77bf4b7",
      "entity_type": "asn",
      "entity_key": "AS45012",
      "geography": null,
      "started_at": "2026-09-17T02:05:00.000Z",
      "last_observed_at": "2026-09-17T02:05:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.015342838299412
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS45012"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.382Z",
      "updated_at": "2026-10-03T23:50:34.745Z",
      "evidence": [
        {
          "event_id": "ise-6fc8a807099ec792c77bf4b7",
          "stix_object_id": "incident--1c450373-51e7-5bf1-ae76-0953ecf5fa69",
          "platform": "ioda",
          "observed_at": "2026-09-17T02:05:00.000Z",
          "name": "AS45012 (CLOUDPIT)",
          "value": "asn/45012",
          "content_hash": "4443856fd727b734",
          "object_json": {
            "id": "incident--1c450373-51e7-5bf1-ae76-0953ecf5fa69",
            "name": "AS45012 (CLOUDPIT)",
            "type": "incident",
            "score": 103594.96453900708,
            "title": "AS45012 (CLOUDPIT)",
            "value": "asn/45012",
            "method": "median",
            "location": "asn/45012",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1460689
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-722883eb4c495efcc107acf4",
      "entity_type": "asn",
      "entity_key": "AS13213",
      "geography": null,
      "started_at": "2026-08-11T07:00:00.000Z",
      "last_observed_at": "2026-08-11T07:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 4.72152743600278
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS13213"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:22.017Z",
      "updated_at": "2026-10-03T23:50:21.719Z",
      "evidence": [
        {
          "event_id": "ise-722883eb4c495efcc107acf4",
          "stix_object_id": "incident--ecfe3879-f3f2-5d24-74fe-467602b2cacf",
          "platform": "ioda",
          "observed_at": "2026-08-11T07:00:00.000Z",
          "name": "AS13213 (UK2NET-AS)",
          "value": "asn/13213",
          "content_hash": "b499b855e4b3d038",
          "object_json": {
            "id": "incident--ecfe3879-f3f2-5d24-74fe-467602b2cacf",
            "name": "AS13213 (UK2NET-AS)",
            "type": "incident",
            "score": 52664.64846980976,
            "title": "AS13213 (UK2NET-AS)",
            "value": "asn/13213",
            "method": "median",
            "location": "asn/13213",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1591789
          }
        }
      ],
      "derivations": []
    }
  ],
  "context": [],
  "audit": {
    "principle": "Source observations stay attributed to their feed. Stress scores, classifications, and this pack are H3XA-derived and cite the inputs that produced them.",
    "weights": {
      "anomaly": 0.3,
      "breadth": 0.2,
      "persistence": 0.15,
      "corroboration": 0.2,
      "baseline_deviation": 0.15
    },
    "derivation_ids": [],
    "observation_ids": [
      "incident--363e823c-63f3-564a-179e-60a56ce8ddaf",
      "incident--7741d239-fea7-52a8-f6df-1cd8920e3e08",
      "incident--e3789ebb-152c-5f34-4fdc-d3d2bd4f6c37",
      "incident--2b36bc07-d1a1-50a1-1ea2-dbdc7fe6f248",
      "incident--2dd98455-5b0d-5051-f8a1-d6d6b222db96",
      "incident--2c4cc080-afff-5792-79c2-8b4c3c983db7",
      "incident--2fcbb241-5c14-5f31-0a04-0672da63484c",
      "incident--9f7f36b3-dfee-526a-b9d3-4648cfbcb59b",
      "incident--3c5b48aa-aba4-5450-9997-9021efe68feb",
      "incident--c2195c80-bf97-5954-36a2-ee519f1fa002",
      "incident--4b127c53-6bf2-50fc-22f6-6612895975b6",
      "incident--0b9037fa-bacf-5cdd-745e-37580b10ea4e",
      "incident--15c33ab8-dc9c-5dd4-5870-d7c3f5e45c5b",
      "incident--4a15f317-507e-5758-0a0e-497e7fcf01ea",
      "incident--5ebce66e-366e-5c06-25bb-85346bde481b",
      "incident--e9585c72-b36d-54cb-2510-f17ae1fff2f6",
      "incident--9a108d20-b88f-5b8e-0af1-2b71684dabf1",
      "incident--267a1bb0-28ed-524c-77b6-4cb4da64ee9b",
      "incident--941afeff-0f4c-5fe5-024c-9008021961dc",
      "incident--dd7742e9-2c86-5872-ee91-d252574594a4",
      "incident--a918310b-41ec-5ff8-88d7-a353a9979603",
      "incident--7b3f6bf5-12e8-5d6a-a728-6ef0a30f62a5",
      "incident--ac0f036a-ec5c-5597-d61b-910e857f5560",
      "incident--a6ecea9e-15ef-54b1-8f54-8dc15112df99",
      "incident--6c934ea8-ce2b-52d0-6ec8-235eede1409f",
      "incident--2fd0f5dd-1c75-5a19-ae9d-719ecfdf4b6c",
      "incident--19f7618e-ea3a-525d-440c-bfb51ef2013b",
      "incident--6e6b8216-c241-5c6e-a260-f38624fbc111",
      "incident--9ac5ddd1-a684-510c-49fc-ff55842ad834",
      "incident--be6fc5e3-4f99-5f11-3587-da1981749cdc",
      "incident--61648cd0-942f-5007-d88c-a093d1e0b8f6",
      "incident--4b6471e7-5933-5fd4-0e91-f57d8a3c8707",
      "incident--8c136733-4627-5644-bbaf-f05a08ae7573",
      "incident--e2890376-d22f-5a9a-5d26-f695c8fa5095",
      "incident--5763302b-84b3-525d-c7d4-f7c1bfbc261c",
      "incident--a4c9435d-17ec-5892-56f4-73a9201f4f52",
      "incident--d0993090-708f-5975-1e8a-6b3b1acb1163",
      "incident--2d598aec-702e-5ee8-c086-b9502421fe68",
      "incident--3ab6dbb4-d0b4-5a1d-1674-3ba3a772e6c7",
      "incident--5b24b5b3-7421-5057-29f2-3e9e0ed9779a",
      "incident--83df53a2-3422-5a60-80f2-55bede512904",
      "incident--1373b491-0b67-5f3a-01a2-36d7330485d8",
      "incident--19070ca9-3c60-5bca-cedf-73cb9f0c81e3",
      "incident--6811fea1-ac90-5bc8-fa86-f103f16c2d33",
      "incident--1c450373-51e7-5bf1-ae76-0953ecf5fa69",
      "incident--ecfe3879-f3f2-5d24-74fe-467602b2cacf"
    ],
    "cross_domain": "Attached air, maritime, reference-CTI, and proprietary nodes are co-occurrence notes. They are not inputs to the stress score."
  }
}