{"id":223185,"updated":"2025-01-19T13:28:48.965525+00:00","links":{},"created":"2025-01-19T01:23:03.607481+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00223185","sets":["6164:6165:6462:11124"]},"path":["11124"],"owner":"44499","recid":"223185","title":["ダークウェブからの収集情報を利用したマーケットサイト間の販売トレンドの分析とライフサイクル推定"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-10-17"},"_buckets":{"deposit":"d275a865-a8a0-4a5a-b032-f52d36c6c8e2"},"_deposit":{"id":"223185","pid":{"type":"depid","value":"223185","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ダークウェブからの収集情報を利用したマーケットサイト間の販売トレンドの分析とライフサイクル推定","author_link":["587490","587493","587491","587500","587494","587492","587498","587495","587497","587496","587501","587499"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ダークウェブからの収集情報を利用したマーケットサイト間の販売トレンドの分析とライフサイクル推定"},{"subitem_title":"Analysis of Sales Trends and Life Cycle Estimation Among Market Sites Using Information Collected from Dark Web","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ダークウェブ，脅威インテリジェンス","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2022-10-17","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"国立研究開発法人 情報通信研究機構"},{"subitem_text_value":"国立研究開発法人 情報通信研究機構"},{"subitem_text_value":"国立研究開発法人 情報通信研究機構"},{"subitem_text_value":"GMOサイバーセキュリティ byイエラエ株式会社"},{"subitem_text_value":"国立研究開発法人 情報通信研究機構"},{"subitem_text_value":"国立研究開発法人 情報通信研究機構"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"National Institute of Information and Communications Technology","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Information and Communications Technology","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Information and Communications Technology","subitem_text_language":"en"},{"subitem_text_value":"GMO Cybersecurity by Ierae, Inc.","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Information and Communications Technology","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Information and Communications Technology","subitem_text_language":"en"}]},"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/223185/files/IPSJ-CSS2022130.pdf","label":"IPSJ-CSS2022130.pdf"},"date":[{"dateType":"Available","dateValue":"2024-10-17"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CSS2022130.pdf","filesize":[{"value":"2.6 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":"30"},{"tax":["include_tax"],"price":"0","billingrole":"46"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"65f6d7c0-bcf5-4f47-b8bc-bc02b56388bb","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"古本, 啓祐"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"海崎, 光宏"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"藤田, 彬"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"永田, 貴彦"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高橋, 健志"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"井上, 大介"}],"nameIdentifiers":[{}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Keisuke, Furumoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Mitsuhiro, Umizaki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Akira, Fujita","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takahiko, Nagata","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takeshi, Takahashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Daisuke, Inoue","creatorNameLang":"en"}],"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_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ダークウェブではサービス利用者の秘匿性を確保しやすいため，違法ドラッグの取引など様々な犯罪のプラットフォームになっている．サイバー攻撃に関しても同様に，マルウェアやエクスプロイトキットなどがマーケットサイトで販売されており，攻撃手法などもフォーラムサイトにおいて議論されている．我々はダークウェブ上のサイトをクローリングする際の技術的な問題を解決し，実装したクローラを用いて大規模なデータ収集を行った．そして，大規模なデータセットを利用して，マーケットサイトの収集情報に着目した場合のミクロな視点での販売トレンドと，フォーラムサイトの収集情報に着目した場合のマクロな視点でのサイトのライフタイムについて分析を行った．その結果，マーケットサイト間のトレンドの違いや，各マーケットサイトのライフサイクルに関する新たな考察が得られた．","subitem_description_type":"Other"}]},"item_18_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Dark Web has become a platform for various crimes, such as illegal drug trafficking, because it is easy to ensure the confidentiality of service users. Cyber-attacks are also being conducted in the same way, with malware and exploit kits being sold on market sites, and attack methods being discussed on forum sites. We have solved the technical problem of crawling sites on the Dark Web, and have conducted large-scale data collection using a crawler that we implemented. Using the large dataset, we analyzed sales trends from a micro perspective by focusing on information collected from market sites. And we analyzed lifetime of the sites from a macro perspective by focusing on information collected from forum sites. As a result, we obtained new insights into the differences in trends among market sites and the life cycle of each market site.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"959","bibliographic_titles":[{"bibliographic_title":"コンピュータセキュリティシンポジウム2022論文集"}],"bibliographicPageStart":"952","bibliographicIssueDates":{"bibliographicIssueDate":"2022-10-17","bibliographicIssueDateType":"Issued"}}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}