{"id":94470,"updated":"2025-01-21T14:37:08.584611+00:00","links":{},"created":"2025-01-18T23:41:46.547043+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00094470","sets":["1164:3925:7119:7228"]},"path":["7228"],"owner":"11","recid":"94470","title":["Time Zone Analysis on IIJ Network Traffic for Malicious Botnet Activities"],"pubdate":{"attribute_name":"公開日","attribute_value":"2013-07-11"},"_buckets":{"deposit":"12078a0e-0d81-4732-9058-4b0c4d33df72"},"_deposit":{"id":"94470","pid":{"type":"depid","value":"94470","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"Time Zone Analysis on IIJ Network Traffic for Malicious Botnet Activities","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Time Zone Analysis on IIJ Network Traffic for Malicious Botnet Activities"},{"subitem_title":"Time Zone Analysis on IIJ Network Traffic for Malicious Botnet Activities","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2013-07-11","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang"},{"subitem_text_value":"School of Interdisciplinary Mathematical Sciences, Meiji University"},{"subitem_text_value":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang"},{"subitem_text_value":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang"},{"subitem_text_value":"Hitachi, Ltd.,"},{"subitem_text_value":"School of Information and Telecommunication Engineering, Tokai University"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang","subitem_text_language":"en"},{"subitem_text_value":"School of Interdisciplinary Mathematical Sciences, Meiji University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang","subitem_text_language":"en"},{"subitem_text_value":"Hitachi, Ltd.,","subitem_text_language":"en"},{"subitem_text_value":"School of Information and Telecommunication Engineering, Tokai University","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/94470/files/IPSJ-CSEC13062055.pdf"},"date":[{"dateType":"Available","dateValue":"2100-01-01"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CSEC13062055.pdf","filesize":[{"value":"263.1 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"30"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"573a7dcc-1f13-47cd-b90a-1837756d86ab","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2013 by the Institute of Electronics, Information and Communication Engineers\nThis SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Khamphao, Sisaat"},{"creatorName":"Hiroaki, Kikuchi"},{"creatorName":"Surin, Kittitornkun"},{"creatorName":"Chaxiong, Yukonhiatou"},{"creatorName":"Masato, Terada"},{"creatorName":"Hiroshi, Ishii"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Khamphao, Sisaat","creatorNameLang":"en"},{"creatorName":"Hiroaki, Kikuchi","creatorNameLang":"en"},{"creatorName":"Surin, Kittitornkun","creatorNameLang":"en"},{"creatorName":"Chaxiong, Yukonhiatou","creatorNameLang":"en"},{"creatorName":"Masato, Terada","creatorNameLang":"en"},{"creatorName":"Hiroshi, Ishii","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11235941","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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Many of recent cyber-attacks are being lunched by botnets for the purpose of carrying out large scale cyber-attacks such as DDoS, spam email, network scanning, and so on. In many cases, these botnets consist of a lot of bots or compromised PCs, which have been infected by specific malware. These bots try to propagate themselves into other victim via the multiple C&C servers in the Internet, which are controlled by a remote botmaster. This makes it more difficult to identify botnet attacks and harder to trace the source country/IP address of the botmaster. To identify the C&C servers during malware/bot downloading phase, time zone correlation can be used as a tool to identify the time zone of the C&C servers. In this paper, we do a time zone correlation analysis with the malware download up to 100 honeypots in the IIJ MITF (Internet Initiative Japan - Malware Investigation Task Force) Dataset 2012 comprising over 30 million data records and almost 5 hundreds unique malware names. Baesd on GeoIP service, a time zone correlation model has been proposed to determine the correlation coefficient between malware dwnloads from Japan and other countries. We found a strong correlation between active bot downloads and time zone of the C&C servers. As a result, our model confirmts that malware/bot downloads are synchronized with time zone (country) of the corresponding C&C servers.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Many of recent cyber-attacks are being lunched by botnets for the purpose of carrying out large scale cyber-attacks such as DDoS, spam email, network scanning, and so on. In many cases, these botnets consist of a lot of bots or compromised PCs, which have been infected by specific malware. These bots try to propagate themselves into other victim via the multiple C&C servers in the Internet, which are controlled by a remote botmaster. This makes it more difficult to identify botnet attacks and harder to trace the source country/IP address of the botmaster. To identify the C&C servers during malware/bot downloading phase, time zone correlation can be used as a tool to identify the time zone of the C&C servers. In this paper, we do a time zone correlation analysis with the malware download up to 100 honeypots in the IIJ MITF (Internet Initiative Japan - Malware Investigation Task Force) Dataset 2012 comprising over 30 million data records and almost 5 hundreds unique malware names. Baesd on GeoIP service, a time zone correlation model has been proposed to determine the correlation coefficient between malware dwnloads from Japan and other countries. We found a strong correlation between active bot downloads and time zone of the C&C servers. As a result, our model confirmts that malware/bot downloads are synchronized with time zone (country) of the corresponding C&C servers.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告コンピュータセキュリティ（CSEC）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2013-07-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"55","bibliographicVolumeNumber":"2013-CSEC-62"}]},"relation_version_is_last":true,"weko_creator_id":"11"}}