{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215317","sets":["6504:10735:10809"]},"path":["10809"],"owner":"44499","recid":"215317","title":["DNS増幅攻撃検出システムのためのSVMカーネル関数の比較"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"8606864b-0aa1-49db-b8ae-4b3676144f88"},"_deposit":{"id":"215317","pid":{"type":"depid","value":"215317","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"DNS増幅攻撃検出システムのためのSVMカーネル関数の比較","author_link":["554326","554325"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"DNS増幅攻撃検出システムのためのSVMカーネル関数の比較"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"セキュリティ","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2021-03-04","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"埼玉大"},{"subitem_text_value":"埼玉大"}]},"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/215317/files/IPSJ-Z83-5X-05.pdf","label":"IPSJ-Z83-5X-05.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-29"}],"format":"application/pdf","filename":"IPSJ-Z83-5X-05.pdf","filesize":[{"value":"461.5 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"73a1e8a8-4f9e-4c0d-b4f9-626e2f1e2cfc","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"李, 陽"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"後藤, 祐一"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ソフトウェア定義ネットワーク（SDN）において、分散型拒否攻撃（DDoS攻撃）やその一種であるDNS増幅攻撃をサポートベクターマシン（SVM）を利用して検出する研究が行われている。SVMを用いたDNS増幅攻撃検出システムが提案され、良い性能を示したが、用いられている特徴が複雑すぎるという欠点が指摘されている。一方、より単純な特徴を用いたSVMを用いたDDoS検出システムが開発されているが、DNS増幅攻撃の検出に有用であるかは検討されていない。本研究は、より良いSVMを用いたDNS増幅攻撃検出システムを開発するために、先行研究で用いられた特徴、SVMカーネル関数に基づき、DNS増幅攻撃の検出に適した特徴、カーネル関数について比較、検討を行う。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"448","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"447","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":215317,"updated":"2025-01-19T16:13:05.919773+00:00","links":{},"created":"2025-01-19T01:16:05.330396+00:00"}