{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00066314","sets":["1164:4088:5648:5896"]},"path":["5896"],"owner":"10","recid":"66314","title":["実トラフィックを用いたネットワーク不正侵入検知システムのための学習データ生成支援アプリケーションの開発"],"pubdate":{"attribute_name":"公開日","attribute_value":"2009-10-02"},"_buckets":{"deposit":"c9c56aa6-0aa6-4743-8e12-b9a5e38d4b8c"},"_deposit":{"id":"66314","pid":{"type":"depid","value":"66314","revision_id":0},"owners":[10],"status":"published","created_by":10},"item_title":"実トラフィックを用いたネットワーク不正侵入検知システムのための学習データ生成支援アプリケーションの開発","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"実トラフィックを用いたネットワーク不正侵入検知システムのための学習データ生成支援アプリケーションの開発"},{"subitem_title":"Development of study data generation helper application for intelligent intrusion detection system using real network trafic","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2009-10-02","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"兵庫県立大学大学院"},{"subitem_text_value":"兵庫県立大学大学院"},{"subitem_text_value":"兵庫県立大学大学院"},{"subitem_text_value":"兵庫県立大学大学院"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","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/66314/files/IPSJ-IOT09007012.pdf"},"date":[{"dateType":"Available","dateValue":"2011-10-02"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-IOT09007012.pdf","filesize":[{"value":"394.9 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"43"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"ce2fd40d-391d-49e8-a090-682ddf775c6c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2009 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小林, 恭平"},{"creatorName":"新居, 学"},{"creatorName":"湯本, 高行"},{"creatorName":"高橋, 豐"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kyohei, Kobayashi","creatorNameLang":"en"},{"creatorName":"Manabu, Nii","creatorNameLang":"en"},{"creatorName":"Takayuki, Yumoto","creatorNameLang":"en"},{"creatorName":"Yutaka, Takahashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12326962","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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"不正アクセスへの対策として知的不正侵入検知システム （IIDS） の開発を続けている．実用的な侵入検知のためには検知対象ネットワークのトラフィックから学習用データを作成し，それを用いて IIDS の学習を行うことが望ましい．しかし，学習用データの作成のための実トラフィックへのラベリングは人の手で行わねばならず，莫大な労力を要する．そこで，本研究では実トラフィックから学習用データを効率的に作成するためのシステムを開発する．また，作成したデータを用いて IIDS-SVM を学習し，数値実験により提案手法の有効性を示す．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"We have already developed an intelligent intrusion detection system (IIDS) to fight illegal network access. To detect an illegal intrusion practically, we need real world network trafic data because each IDS is used at various real environments. Therefore, we have to develop a system that aids us to generate benchmark data from real world network trafics. We show that proposed method's availability by a numeric experiment.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告インターネットと運用技術（IOT）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2009-10-02","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"12","bibliographicVolumeNumber":"2009-IOT-7"}]},"relation_version_is_last":true,"weko_creator_id":"10"},"updated":"2025-01-22T01:04:51.975037+00:00","created":"2025-01-18T23:27:10.751772+00:00","id":66314}