{ "service": "h3xa", "kind": "executive-briefing", "generated_at": "2026-10-28T18:08:30.229Z", "model_version": "h3xa-iss-1.1", "situation": { "id": "sit-35c73f26b9fa12bbf83cdec0", "scope_type": "country", "scope_key": "MY", "geography": "MY", "title": "Internet disruption in MY", "started_at": "2026-08-11T03:05:00.000Z", "last_observed_at": "2026-09-30T00:00:00.000Z", "status": "resolved", "classification": "PARTIAL_OUTAGE", "trajectory": "RESOLVED", "stress_score": 67, "confidence": 63, "event_count": 5, "affected_asns": [ "AS4788", "AS18206" ], "affected_services": [ "ChatGPT", "Claude", "Facebook", "Gemini", "Instagram", "ProtonVPN", "Signal", "Telegram", "TikTok", "WhatsApp", "X", "YouTube" ], "affected_regions": [ "MY", "2892", "2896" ], "source_count": 2, "record_origin": "unrecorded", "first_seen": "2026-08-29T22:33:33.299Z", "updated_at": "2026-10-03T23:39:45.311Z" }, "events": [ { "id": "ise-da2342fdf442db8c07a10a30", "entity_type": "country", "entity_key": "MY", "geography": "MY", "started_at": "2026-08-11T03:05:00.000Z", "last_observed_at": "2026-09-30T00:00:00.000Z", "status": "resolved", "classification": "SERVICE_BLOCKING", "trajectory": "RESOLVED", "stress_score": 67, "confidence": 15, "components": { "anomaly": 1, "breadth": 0.44000000000000006, "persistence": 1, "corroboration": 0, "baseline_deviation": 0.8997867803837953 }, "confidence_factors": { "method_diversity": 0.25, "source_agreement": 0, "timestamp_overlap": 0, "infrastructure_overlap": 0, "alternative_explanations": 0.5, "statistical_significance": 1 }, "baseline": { "signals": [ "voidly.anomaly_rate" ], "signal_count": 1 }, "current_measurement": { "voidly.anomaly_rate": 0.01 }, "deviation": { "max_anomaly": 1, "max_deviation": 0.8997867803837953 }, "affected_asns": [ "AS4788" ], "affected_services": [ "ChatGPT", "Claude", "Facebook", "Gemini", "Instagram", "ProtonVPN", "Signal", "Telegram", "TikTok", "WhatsApp", "X", "YouTube" ], "affected_regions": [ "MY" ], "source_count": 1, "alternative_explanations": [ "single-source signal", "insufficient corroboration" ], "observation_count": 11, "ingestion_method": null, "first_seen": "2026-08-29T22:33:21.811Z", "updated_at": "2026-10-03T23:50:21.552Z", "evidence": [ { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--08e6fc98-0282-5a2e-da33-c4d5b06c21b0", "platform": "voidly-atlas", "observed_at": "2026-08-11T03:05:00.000Z", "name": "Internet connectivity disruption in Malaysia", "value": "my-2026-0188", "content_hash": "028523d936c58c5d", "object_json": { "id": "incident--08e6fc98-0282-5a2e-da33-c4d5b06c21b0", "name": "Internet connectivity disruption in Malaysia", "type": "incident", "title": "Internet connectivity disruption in Malaysia", "value": "my-2026-0188", "status": "active", "sources": [ "ioda" ], "end_time": null, "severity": "critical", "confidence": 65, "start_time": "2026-08-11T03:05:00Z", "description": "IODA detected significant connectivity drop in Malaysia. 1 critical alerts recorded.", "anomaly_rate": 0.8997867803837953, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [], "incident_type": "disruption", "duration_hours": null, "affected_domains": [], "affected_services": [] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--1a52c484-5e0c-57f3-c15c-41125fda49d7", "platform": "voidly-atlas", "observed_at": "2026-08-12T00:00:00.000Z", "name": "Internet censorship detected in Malaysia", "value": "my-2026-0190", "content_hash": "f8f3174366651809", "object_json": { "id": "incident--1a52c484-5e0c-57f3-c15c-41125fda49d7", "name": "Internet censorship detected in Malaysia", "type": "incident", "title": "Internet censorship detected in Malaysia", "value": "my-2026-0190", "status": "suspected", "sources": [ "censoredplanet" ], "end_time": null, "severity": "critical", "confidence": 65, "start_time": "2026-08-12T00:00:00Z", "description": "CenAlert detected interference. 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Reported by: DNS blocking detected: 12/12 probes anomalous (100.0%) for bbc.com.", "anomaly_rate": 0.01, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [], "incident_type": "censorship", "duration_hours": null, "affected_domains": [], "affected_services": [] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--1afb77e8-b723-5aeb-c0d2-55da1ead70f2", "platform": "voidly-atlas", "observed_at": "2026-08-27T12:50:00.000Z", "name": "Internet connectivity disruption in Malaysia", "value": "my-2026-0201", "content_hash": "e137bc77d642bf81", "object_json": { "id": "incident--1afb77e8-b723-5aeb-c0d2-55da1ead70f2", "name": "Internet connectivity disruption in Malaysia", "type": "incident", "title": "Internet connectivity disruption in Malaysia", "value": "my-2026-0201", "status": "active", "sources": [ "ioda" ], "end_time": "2026-08-27T19:50:00Z", "severity": "critical", "confidence": 65, "start_time": "2026-08-27T12:50:00Z", "description": "IODA detected significant connectivity drop in Malaysia. 1 critical alerts recorded.", "anomaly_rate": 0.01038961038961039, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [], "incident_type": "disruption", "duration_hours": 7, "affected_domains": [], "affected_services": [] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--b523565c-c312-5092-afb2-69ff025ba5eb", "platform": "voidly-atlas", "observed_at": "2026-08-28T00:00:00.000Z", "name": "Censorship detected in MY", "value": "my-2026-0203", "content_hash": "15207e7b41e69df4", "object_json": { "id": "incident--b523565c-c312-5092-afb2-69ff025ba5eb", "name": "Censorship detected in MY", "type": "incident", "title": "Censorship detected in MY", "value": "my-2026-0203", "status": "suspected", "sources": [ "ooni" ], "end_time": "2026-08-28T23:59:59Z", "severity": "critical", "confidence": 76, "start_time": "2026-08-28T00:00:00Z", "description": null, 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significant connectivity drop in Malaysia. 2 critical alerts recorded.", "anomaly_rate": 0.017142857142857144, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [], "incident_type": "disruption", "duration_hours": 17.3333, "affected_domains": [], "affected_services": [] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--801e05d7-a848-509b-a90b-f98a5951c247", "platform": "voidly-atlas", "observed_at": "2026-08-30T00:20:00.000Z", "name": "Internet connectivity disruption in Malaysia", "value": "my-2026-0205", "content_hash": "81ebff7e060d92fd", "object_json": { "id": "incident--801e05d7-a848-509b-a90b-f98a5951c247", "name": "Internet connectivity disruption in Malaysia", "type": "incident", "title": "Internet connectivity disruption in Malaysia", "value": "my-2026-0205", "status": "active", "sources": [ "ioda" ], "end_time": "2026-08-30T15:45:00Z", "severity": "critical", "confidence": 67, "start_time": "2026-08-30T00:20:00Z", "description": "IODA detected significant connectivity drop in Malaysia. 3 critical alerts recorded.", "anomaly_rate": 0.022727272727272724, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [], "incident_type": "disruption", "duration_hours": null, "affected_domains": [], "affected_services": [] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--9a267b09-8250-58d3-cf5e-5c20c46a47ec", "platform": "voidly-atlas", "observed_at": "2026-09-23T00:00:00.000Z", "name": "Internet censorship detected in Malaysia", "value": "my-2026-0223", "content_hash": "f67c2f90677dc4d9", "object_json": { "id": "incident--9a267b09-8250-58d3-cf5e-5c20c46a47ec", "name": "Internet censorship detected in Malaysia", "type": "incident", "title": "Internet censorship detected in Malaysia", "value": "my-2026-0223", "status": "suspected", "sources": [ "censoredplanet" ], "end_time": null, "severity": "critical", "confidence": 65, "start_time": "2026-09-23T00:00:00Z", "description": "CenAlert detected interference. Impact: 1.0. Reported by: DNS blocking detected: 12/12 probes anomalous (100.0%) for bbc.com.", "anomaly_rate": 0.01, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [ "AS4788" ], "incident_type": "censorship", "duration_hours": null, "affected_domains": [ "bbc.com", "chat.openai.com", "chatgpt.com", "claude.ai", "facebook.com", "gemini.google.com", "getlantern.org", "google.com", "huggingface.co", "instagram.com", "medium.com", "nytimes.com", "openai.com", "protonvpn.com", "psiphon.ca", "reddit.com", "signal.org", "substack.com", "telegram.org", "theguardian.com", "tiktok.com", "tumblr.com", "twitter.com", "whatsapp.com", "youtube.com" ], "affected_services": [ "ChatGPT", "Claude", "Facebook", "Gemini", "Instagram", "ProtonVPN", "Signal", "Telegram", "TikTok", "WhatsApp", "X", "YouTube" ] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--5628f2fe-cde3-5568-3178-c5edd12b9840", "platform": "voidly-atlas", "observed_at": "2026-09-27T00:00:00.000Z", "name": "Internet censorship detected in Malaysia", "value": "my-2026-0225", "content_hash": "de57a70d669ad093", "object_json": { "id": "incident--5628f2fe-cde3-5568-3178-c5edd12b9840", "name": "Internet censorship detected in Malaysia", "type": "incident", "title": "Internet censorship detected in Malaysia", "value": "my-2026-0225", "status": "suspected", "sources": [ "censoredplanet" ], "end_time": null, "severity": "critical", "confidence": 65, "start_time": "2026-09-27T00:00:00Z", "description": "CenAlert detected interference. Impact: 1.0. Reported by: DNS blocking detected: 12/12 probes anomalous (100.0%) for bbc.com.", "anomaly_rate": 0.01, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [ "AS4788" ], "incident_type": "censorship", "duration_hours": null, "affected_domains": [ "bbc.com", "chat.openai.com", "chatgpt.com", "claude.ai", "facebook.com", "gemini.google.com", "getlantern.org", "google.com", "huggingface.co", "instagram.com", "medium.com", "nytimes.com", "openai.com", "protonvpn.com", "psiphon.ca", "reddit.com", "signal.org", "substack.com", "telegram.org", "theguardian.com", "tiktok.com", "tumblr.com", "twitter.com", "whatsapp.com", "youtube.com" ], "affected_services": [ "ChatGPT", "Claude", "Facebook", "Gemini", "Instagram", "ProtonVPN", "Signal", "Telegram", "TikTok", "WhatsApp", "X", "YouTube" ] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--ecca514a-814b-530c-3bc8-fbeffc9f19a0", "platform": "voidly-atlas", "observed_at": "2026-09-29T14:50:00.000Z", "name": "Internet connectivity disruption in Malaysia", "value": "my-2026-0226", "content_hash": "5e9bad12710cee3a", "object_json": { "id": "incident--ecca514a-814b-530c-3bc8-fbeffc9f19a0", "name": "Internet connectivity disruption in Malaysia", "type": "incident", "title": "Internet connectivity disruption in Malaysia", "value": "my-2026-0226", "status": "active", "sources": [ "ioda" ], "end_time": null, "severity": "critical", "confidence": 65, "start_time": "2026-09-29T14:50:00Z", "description": "IODA detected significant connectivity drop in Malaysia. 1 critical alerts recorded.", "anomaly_rate": 0.020447284345047924, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [], "incident_type": "disruption", "duration_hours": null, "affected_domains": [], "affected_services": [] } }, { "event_id": "ise-da2342fdf442db8c07a10a30", "stix_object_id": "incident--18509972-4310-5252-3f5d-804958f9b943", "platform": "voidly-atlas", "observed_at": "2026-09-30T00:00:00.000Z", "name": "Internet censorship detected in Malaysia", "value": "my-2026-0228", "content_hash": "2d30b537499efbf1", "object_json": { "id": "incident--18509972-4310-5252-3f5d-804958f9b943", "name": "Internet censorship detected in Malaysia", "type": "incident", "title": "Internet censorship detected in Malaysia", "value": "my-2026-0228", "status": "suspected", "sources": [ "censoredplanet" ], "end_time": null, "severity": "critical", "confidence": 65, "start_time": "2026-09-30T00:00:00Z", "description": "CenAlert detected interference. Impact: 1.0. Reported by: DNS blocking detected: 14/14 probes anomalous (100.0%) for bbc.com.", "anomaly_rate": 0.01, "country_code": "MY", "country_name": "Malaysia", "spec_version": "2.1", "affected_asns": [ "AS4788" ], "incident_type": "censorship", "duration_hours": null, "affected_domains": [ "bbc.com", "chat.openai.com", "chatgpt.com", "claude.ai", "facebook.com", "gemini.google.com", "getlantern.org", "google.com", "huggingface.co", "instagram.com", "medium.com", "nytimes.com", "openai.com", "protonvpn.com", "psiphon.ca", "reddit.com", "signal.org", "substack.com", "telegram.org", "theguardian.com", "tiktok.com", "tumblr.com", "twitter.com", "whatsapp.com", "youtube.com" ], "affected_services": [ "ChatGPT", "Claude", "Facebook", "Gemini", "Instagram", "ProtonVPN", "Signal", "Telegram", "TikTok", "WhatsApp", "X", "YouTube" ] } } ], "derivations": [] }, { "id": "ise-159e3603ffe8ab01be35d017", "entity_type": "asn", "entity_key": "AS18206", "geography": "MY", "started_at": 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"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": 6.170699261791065 }, "deviation": { "max_anomaly": 0, "max_deviation": 1 }, "affected_asns": [ "AS18206" ], "affected_services": [], "affected_regions": [ "2896" ], "source_count": 1, "alternative_explanations": [ "single-source signal", "low statistical significance", "insufficient corroboration", "isolated observation" ], "observation_count": 1, "ingestion_method": null, "first_seen": "2026-09-27T23:33:20.313Z", "updated_at": "2026-10-03T23:50:32.547Z", "evidence": [ { "event_id": "ise-2e87cd6d93234071de020e9e", "stix_object_id": "incident--782a646b-13f2-5c6b-a6d0-4c90b1795d10", "platform": "ioda", "observed_at": "2026-09-13T10:00:00.000Z", "name": "TTSSB-MY -- Kuala Lumpur", "value": "geoasn/18206-2896", "content_hash": "637337688aee429d", "object_json": { "id": "incident--782a646b-13f2-5c6b-a6d0-4c90b1795d10", "name": "TTSSB-MY -- Kuala Lumpur", "type": "incident", "score": 1481490.8333333333, "title": "TTSSB-MY -- Kuala Lumpur", "value": "geoasn/18206-2896", "method": "median", "location": "geoasn/18206-2896", "datasource": "bgp", "outage_type": "connectivity-drop", "spec_version": "2.1", "duration_seconds": 1777789 } } ], "derivations": [] }, { "id": "ise-35ee653170b73e0332822529", "entity_type": "asn", "entity_key": "AS138915", "geography": "2150", "started_at": "2026-07-29T10:00:00.000Z", "last_observed_at": "2026-07-29T10:00:00.000Z", "status": "resolved", "classification": "UNKNOWN_DISRUPTION", "trajectory": "RESOLVED", 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"median", "location": "asn/138915", "datasource": "bgp", "outage_type": "connectivity-drop", "spec_version": "2.1", "duration_seconds": 1209900 } } ], "derivations": [] }, { "id": "ise-4158b0c2b20b72102a4792b8", "entity_type": "asn", "entity_key": "AS18206", "geography": null, "started_at": "2026-09-12T17:05:00.000Z", "last_observed_at": "2026-09-12T17:05:00.000Z", "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": 5.962064969836553 }, "deviation": { "max_anomaly": 0, "max_deviation": 1 }, 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"2.1", "duration_seconds": 1814386 } } ], "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--08e6fc98-0282-5a2e-da33-c4d5b06c21b0", "incident--1a52c484-5e0c-57f3-c15c-41125fda49d7", "incident--1afb77e8-b723-5aeb-c0d2-55da1ead70f2", "incident--b523565c-c312-5092-afb2-69ff025ba5eb", "incident--3cdf1479-d3d9-55bf-2766-64fb7b2d9772", "incident--3a28f846-edbe-50ee-89c4-da5b0191cd55", "incident--801e05d7-a848-509b-a90b-f98a5951c247", "incident--9a267b09-8250-58d3-cf5e-5c20c46a47ec", "incident--5628f2fe-cde3-5568-3178-c5edd12b9840", "incident--ecca514a-814b-530c-3bc8-fbeffc9f19a0", "incident--18509972-4310-5252-3f5d-804958f9b943", "incident--50e879f7-b81a-5977-856c-7e1a260a99c6", "incident--782a646b-13f2-5c6b-a6d0-4c90b1795d10", "incident--fb4818d9-491b-5c01-ff83-7a86fc8be9f1", "incident--17a4aba5-399e-55ec-675e-e61f23627860", "incident--4becf0f3-cde2-52ee-ec81-02226b57341e", "incident--0f9ee217-492b-5767-c8d6-5ec1d2db42d4", "incident--c7e8b8eb-d25d-5012-c4d2-1af2afeab5e9", "incident--e0fee2df-71fa-5620-db50-e3edcee68b4d", "incident--7bc2bd06-a52b-5e16-c9dc-0b708c1da28b", "incident--81111792-05f2-5741-4452-70a62a880802", "incident--a84f9759-6fee-5f64-6794-0051cc617c8d", "incident--0693d109-dd52-5547-8b02-f8e98dccafaf", "incident--be95e630-cd55-559d-7d29-aaceded58330", "incident--d6147f34-923b-5083-1e14-b492d8885dd3", "incident--832716da-5b9e-5a53-ec4f-43d3a91bc203", "incident--da4e5104-aa66-5e66-bcf1-300c6f53cc05", "incident--3b049d1d-fc02-51ef-fbfc-8be9b5a891d4", "incident--3f2d7bf1-939e-56c0-43e9-85adb4d62019", "incident--6934267b-09b2-5d4e-be18-ef62fbd65fff", "incident--9f00da13-20e7-58aa-d9f4-d99b7405a795", "incident--3171aeeb-e30b-5821-ab7a-d970ea39c584", "incident--b7b2aaa7-8789-5bd4-72fa-457ffcac4f54", "incident--128afd2f-e800-53c8-c74e-2b979ba1869c", "incident--ebdde986-8ae5-5700-ebe9-16b6ad229d12" ], "cross_domain": "Attached air, maritime, reference-CTI, and proprietary nodes are co-occurrence notes. They are not inputs to the stress score." } }