{"updated":"2025-01-20T02:40:43.297180+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00186272","sets":["1164:4088:9383:9384"]},"path":["9384"],"owner":"11","recid":"186272","title":["A proposal of a real-time OpenFlow DDoS detection tool"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-02-26"},"_buckets":{"deposit":"97fe7602-a4d3-4959-b4f4-62ede1df2619"},"_deposit":{"id":"186272","pid":{"type":"depid","value":"186272","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"A proposal of a real-time OpenFlow DDoS detection tool","author_link":["417103","417106","417105","417104","417107","417108"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"A proposal of a real-time OpenFlow DDoS detection tool"},{"subitem_title":"A proposal of a real-time OpenFlow DDoS detection tool","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"異常検出とその制御","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2018-02-26","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Nara Institute of Science and Technology"},{"subitem_text_value":"Nara Institute of Science and Technology"},{"subitem_text_value":"Nara Institute of Science and Technology"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Nara Institute of Science and Technology","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"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/186272/files/IPSJ-IOT18040034.pdf","label":"IPSJ-IOT18040034.pdf"},"date":[{"dateType":"Available","dateValue":"2020-02-26"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-IOT18040034.pdf","filesize":[{"value":"1.6 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":"43"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"883b97be-79e8-49f9-96c2-ab00d91db71e","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2018 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Wassapon, Watanakeesuntorn"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kohei, Ichikawa"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hajimu, Iida"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Wassapon, Watanakeesuntorn","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kohei, Ichikawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hajimu, Iida","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_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8787","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"The controller of the SDN network is a single point of failure. When the controller is down, the SDN network may stop working. The controller can be attacked by an attacker with DDoS attack techniques. In this paper, we propose a DDoS detection in the OpenFlow network by analyzing the OpenFlow messages in control plane by using machine learning. For the purpose, we use a DRAPA's DDoS traffic dataset for training and evaluating the proposed model. The DRAPA dataset only contains the traffic data of data plane, however we generate a dataset in control plane by simulating the network traffic from the dataset, and use the generated dataset for training and evaluation. In addition, we plan to integrate the proposed mechanism with our ”Opimon”, OpenFlow Interactive Monitoring Tool, to monitor and detect DDoS attack in real-time.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"The controller of the SDN network is a single point of failure. When the controller is down, the SDN network may stop working. The controller can be attacked by an attacker with DDoS attack techniques. In this paper, we propose a DDoS detection in the OpenFlow network by analyzing the OpenFlow messages in control plane by using machine learning. For the purpose, we use a DRAPA's DDoS traffic dataset for training and evaluating the proposed model. The DRAPA dataset only contains the traffic data of data plane, however we generate a dataset in control plane by simulating the network traffic from the dataset, and use the generated dataset for training and evaluation. In addition, we plan to integrate the proposed mechanism with our ”Opimon”, OpenFlow Interactive Monitoring Tool, to monitor and detect DDoS attack in real-time.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","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":"2018-02-26","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"34","bibliographicVolumeNumber":"2018-IOT-40"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-19T00:53:14.604590+00:00","id":186272,"links":{}}