{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00194477","sets":["1164:2735:9724:9725"]},"path":["9725"],"owner":"44499","recid":"194477","title":["勾配ブースティング木を用いたKyoto 2016 Datasetに対する攻撃検知精度の向上に関する研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-02-21"},"_buckets":{"deposit":"f8c975c3-ea97-4241-babe-491b622f1a69"},"_deposit":{"id":"194477","pid":{"type":"depid","value":"194477","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"勾配ブースティング木を用いたKyoto 2016 Datasetに対する攻撃検知精度の向上に関する研究","author_link":["460406","460405","460404","460403"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"勾配ブースティング木を用いたKyoto 2016 Datasetに対する攻撃検知精度の向上に関する研究"},{"subitem_title":"Improvement of Intrusion Detection Accuracy on Kyoto 2016 Dataset Using Gradient Boosting Tree","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2019-02-21","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"松江工業高等専門学校"},{"subitem_text_value":"松江工業高等専門学校"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"National Institute of Technology, Matsue College","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Technology, Matsue College","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/194477/files/IPSJ-MPS19122014.pdf","label":"IPSJ-MPS19122014.pdf"},"date":[{"dateType":"Available","dateValue":"2021-02-21"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MPS19122014.pdf","filesize":[{"value":"1.3 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"17"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"d4560318-48b0-4baa-b252-6f7113ee835a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"寺戸, 綾佑"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"林田, 守広"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Ryosuke, Terado","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Morihiro, Hayashida","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10505667","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8833","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"サイバー攻撃に対する防御法として，ネットワークベース侵入検知システム （Network-based Intrusion Detection System : NIDS） による攻撃の検知が挙げられる．本研究では，NIDS 評価用データセット Kyoto 2016 Dataset に対して勾配ブースティング木を用いることで，サイバー攻撃の検知精度向上を目指す．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"2","bibliographic_titles":[{"bibliographic_title":"研究報告数理モデル化と問題解決（MPS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2019-02-21","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"14","bibliographicVolumeNumber":"2019-MPS-122"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":194477,"updated":"2025-01-19T23:28:16.732721+00:00","links":{},"created":"2025-01-19T00:59:31.701773+00:00"}