{"created":"2023-05-15T12:37:50.877731+00:00","id":1324,"links":{},"metadata":{"_buckets":{"deposit":"206947a5-5551-4e33-9dca-5b99505feca1"},"_deposit":{"created_by":2,"id":"1324","owners":[2],"pid":{"revision_id":0,"type":"depid","value":"1324"},"status":"published"},"_oai":{"id":"oai:tamagawa.repo.nii.ac.jp:00001324","sets":["6:17:22:235"]},"author_link":["2683","2684"],"control_number":"1324","item_2_alternative_title_12":{"attribute_name":"英訳タイトル","attribute_value_mlt":[{"subitem_alternative_title":"A study on Detection System of Backscatter due to DDoS Attack"}]},"item_2_biblio_info_4":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-04-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"56","bibliographicPageEnd":"7","bibliographicPageStart":"1","bibliographic_titles":[{"bibliographic_title":"玉川大学工学部紀要"}]}]},"item_2_description_2":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"In this paper, we consider the machine learning system, which was proposed in a preceding work, that detects Distributed Denial of Service (DDoS) backscatter packets from those observed in the darknet. We analyze the effect of 14 feature values on the precision and the learning time of the system. Packets for 80/TCP are used for this study. It is shown that some feature values improve precision of backscatter detection at the cost of the learning speed, and the other increase the learning speed with little loss of precision.","subitem_description_type":"Abstract"}]},"item_2_publisher_13":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"玉川大学","subitem_publisher_language":"ja"}]},"item_2_source_id_5":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0371-5981","subitem_source_identifier_type":"ISSN"}]},"item_2_version_type_7":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"栗原, 斗南"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山﨑, 浩一"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2021-04-28"}],"displaytype":"detail","filename":"3_2021_1-7.pdf","filesize":[{"value":"869.5 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"3_2021_1-7.pdf","url":"https://tamagawa.repo.nii.ac.jp/record/1324/files/3_2021_1-7.pdf"},"version_id":"4cdb8d87-9fe4-4ce1-b812-6633271b98ae"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"DDoS attacks"},{"subitem_subject":"Backscatters and Darknet"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper"}]},"item_title":"DDoS攻撃によるバックスキャッタ検出に関する研究","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"DDoS攻撃によるバックスキャッタ検出に関する研究","subitem_title_language":"ja"}]},"item_type_id":"2","owner":"2","path":["235"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2021-04-28"},"publish_date":"2021-04-28","publish_status":"0","recid":"1324","relation_version_is_last":true,"title":["DDoS攻撃によるバックスキャッタ検出に関する研究"],"weko_creator_id":"2","weko_shared_id":-1},"updated":"2023-07-12T04:20:54.562067+00:00"}