{"schema_version":"4ort.packet/1","entity":{"entity_id":"multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle","kg_uuid":"bf77b149-5ed8-4b31-bdac-69ec65dfd501","wikidata_id":"openalex:W2954548827","name":"Multivariate Big Data Analysis for intrusion detection: 5 steps from the haystack to the needle","description":"Research article (Computers & Security, 2019) · cited 43× · AI/ML","type":"CreativeWork","url":"https://4ort.xyz/entity/multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle"},"status":"complete","as_of":{"copy_written_at":"2026-10-18T23:01:40Z","last_source_edit_seen":null,"stale_possible":false},"facts":[{"field":"P31","label":"instance of","value":"scholarly article","value_id":"Q13442814","value_raw":"Q13442814","rank":"normal","current":null,"qualifiers":[],"layer":"source","citation":{"source":"openalex","source_name":"OpenAlex","source_record":"https://openalex.org/W2954548827","source_edition":null,"edition_basis":"unknown","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"references":[]},"trust":{"band":"high","basis":"dataset-record/1","calibrated":false}},{"field":"P577","label":"publication date","value":"2019-09-03","value_id":null,"value_raw":"+2019-09-03T00:00:00Z","rank":"normal","current":null,"qualifiers":[],"layer":"source","citation":{"source":"openalex","source_name":"OpenAlex","source_record":"https://openalex.org/W2954548827","source_edition":"20260923","edition_basis":"lake_edition","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"references":[]},"trust":{"band":"high","basis":"dataset-record/1","calibrated":false}},{"field":"P356","label":"DOI","value":"10.1016/J.COSE.2019.101603","value_id":null,"value_raw":"10.1016/J.COSE.2019.101603","rank":"normal","current":null,"qualifiers":[],"layer":"source","citation":{"source":"openalex","source_name":"OpenAlex","source_record":"https://openalex.org/W2954548827","source_edition":"20260923","edition_basis":"lake_edition","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"references":[]},"trust":{"band":"high","basis":"dataset-record/1","calibrated":false}},{"field":"P1433","label":"published in","value":"Computers & Security","value_id":"Q13475188","value_raw":"Q13475188","rank":"normal","current":null,"qualifiers":[],"layer":"source","citation":{"source":"openalex","source_name":"OpenAlex","source_record":"https://openalex.org/W2954548827","source_edition":"20260923","edition_basis":"lake_edition","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"references":[]},"trust":{"band":"high","basis":"dataset-record/1","calibrated":false}},{"field":"P1476","label":"title","value":"Multivariate Big Data Analysis for intrusion detection: 5 steps from the haystack to the needle","value_id":null,"value_raw":{"lang":"en","text":"Multivariate Big Data Analysis for intrusion detection: 5 steps from the haystack to the needle"},"rank":"normal","current":null,"qualifiers":[],"layer":"source","citation":{"source":"openalex","source_name":"OpenAlex","source_record":"https://openalex.org/W2954548827","source_edition":"20260923","edition_basis":"lake_edition","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"references":[]},"trust":{"band":"high","basis":"dataset-record/1","calibrated":false}}],"unknowns":[],"omitted":{"facts":0,"reason":null},"licences":[{"source":"openalex","source_name":"OpenAlex","licence":"CC0 1.0 Universal","licence_url":"https://creativecommons.org/publicdomain/zero/1.0/","attribution":null,"fields":["P31","P577","P356","P1433","P1476"]}],"routes":{"entity_page":"https://4ort.xyz/entity/multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle","packet_api":"https://4ort.xyz/api/v1/entities/multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle/packet","facts_jsonld":"https://4ort.xyz/entity/multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle/facts.json","changes_api":"https://4ort.xyz/api/v1/knowledge/get_entity_changes?entity=multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle","attention_api":"https://4ort.xyz/api/v1/knowledge/get_attention?entity=multivariate-big-data-analysis-for-intrusion-detection-5-steps-from-the-haystack-to-the-needle","wikidata":null,"official_website":null},"trust_rules":{"dataset-record/1":"The fact is the cited dataset's own published record (band high). Reference support, not a probability."},"notes":[]}