{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236113","sets":["6504:11678:11689"]},"path":["11689"],"owner":"44499","recid":"236113","title":["画像生成モデルの追加学習に対する敵対的高周波領域攻撃"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"287c9a0c-e29a-4a48-bd10-89b9966d47b5"},"_deposit":{"id":"236113","pid":{"type":"depid","value":"236113","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"画像生成モデルの追加学習に対する敵対的高周波領域攻撃","author_link":["645278","645279"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"画像生成モデルの追加学習に対する敵対的高周波領域攻撃"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2024-03-01","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":"東大"},{"subitem_text_value":"東大"}]},"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/236113/files/IPSJ-Z86-7S-07.pdf","label":"IPSJ-Z86-7S-07.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-7S-07.pdf","filesize":[{"value":"1.3 MB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"db1263b3-07b3-437a-8aae-65be1cd79feb","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"鬼久保, 拓人"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松井, 勇佑"}],"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":"ここ数年の画像生成モデルの進歩の陰で、絵画の著作権侵害やフェイクニュースに生成モデルが悪用されるケースが見られるようになった。そこでAnti-DreamBooth[ICCV23]やGlaze[USENIX Security23]は、インターネットにアップロードする画像に対し敵対的攻撃を施すことで、フェイク画像の生成阻害や検知を実現した。しかし、これらの手法には簡単なフィルタでノイズを無効化されたり、画像の品質を劣化するという問題がある。そこで、我々はハイパスフィルタを用いて検出した高周波領域に、強い敵対的ノイズを付加することで、先行手法の問題点を克服するような敵対的攻撃手法を提案する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"554","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"553","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":236113,"updated":"2025-01-19T09:23:25.508463+00:00","links":{},"created":"2025-01-19T01:37:59.185217+00:00"}