{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215330","sets":["6504:10735:10809"]},"path":["10809"],"owner":"44499","recid":"215330","title":["深層学習を用いたTorブラウザのアクセス識別における有効な特徴点の分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"efaf0b4e-3d8a-488f-861e-03c3906a46f5"},"_deposit":{"id":"215330","pid":{"type":"depid","value":"215330","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習を用いたTorブラウザのアクセス識別における有効な特徴点の分析","author_link":["554369","554366","554370","554371","554365","554367","554368"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を用いたTorブラウザのアクセス識別における有効な特徴点の分析"}]},"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":"明大"},{"subitem_text_value":"明大"},{"subitem_text_value":"明大"},{"subitem_text_value":"明大"},{"subitem_text_value":"明大"},{"subitem_text_value":"明大"},{"subitem_text_value":"明大"}]},"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/215330/files/IPSJ-Z83-7X-06.pdf","label":"IPSJ-Z83-7X-06.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-29"}],"format":"application/pdf","filename":"IPSJ-Z83-7X-06.pdf","filesize":[{"value":"298.7 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"9bf64d04-18b2-43fe-9bd3-c59023c4f467","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":"木檜, 圭祐"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"利光, 能直"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"北條, 大和"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"菊田, 翼"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高山, 眞樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"礒貝, 竜真"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"齋藤, 孝道"}],"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":"インターネットで通信する際，ネットワークの接続経路を匿名化するTorと呼ばれるシステムがある．また，TorブラウザはTorを使って匿名通信が可能なWebブラウザである．Torブラウザは匿名性を確保するために様々な対策を行っており，その一つに端末を識別する技術であるブラウザフィンガープリンティングへの対策が挙げられる．先行研究ではTorブラウザでWebサーバに接続した際のパケット内の情報を基に，Torブラウザでアクセスするユーザの識別が可能であることが示された．しかし，パケット内のどの情報が識別に貢献しているかが明らかでなかった．本論文ではランダムフォレストを用いてパケット内の情報を可視化し，識別に有効な情報を調査した．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"476","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"475","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":215330,"updated":"2025-01-19T16:12:41.634723+00:00","links":{},"created":"2025-01-19T01:16:06.087069+00:00"}