{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T00:01:09Z","timestamp":1774051269831,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,17]],"date-time":"2021-10-17T00:00:00Z","timestamp":1634428800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61936011"],"award-info":[{"award-number":["61936011"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,17]]},"DOI":"10.1145\/3474085.3475614","type":"proceedings-article","created":{"date-parts":[[2021,10,18]],"date-time":"2021-10-18T06:57:34Z","timestamp":1634540254000},"page":"4564-4572","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["Delving into Deep Image Prior for Adversarial Defense"],"prefix":"10.1145","author":[{"given":"Li","family":"Ding","sequence":"first","affiliation":[{"name":"Xi'an Jiaotong University &amp; University of British Columbia, Xi'an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongwei","family":"Wang","sequence":"additional","affiliation":[{"name":"University of British Columbia, Vancouver, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Ding","sequence":"additional","affiliation":[{"name":"University of British Columbia, Vancouver, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaiwen","family":"Yuan","sequence":"additional","affiliation":[{"name":"University of British Columbia, Vancouver, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ping","family":"Wang","sequence":"additional","affiliation":[{"name":"Xi'an Jiaotong University, Xi'an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Huang","sequence":"additional","affiliation":[{"name":"Beijing Normal University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Z. Jane","family":"Wang","sequence":"additional","affiliation":[{"name":"University of British Columbia, Vancouver, BC, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,17]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"International Conference on Machine Learning. PMLR, 274--283","author":"Athalye Anish","year":"2018"},{"key":"e_1_3_2_2_2_1","volume-title":"On evaluating adversarial robustness. arXiv preprint arXiv:1902.06705","author":"Carlini Nicholas","year":"2019"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3128572.3140444"},{"key":"e_1_3_2_2_4_1","volume-title":"Hopskipjumpattack: A query-efficient decision-based attack. In 2020 ieee symposium on security and privacy (sp)","author":"Chen Jianbo","year":"2020"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413898"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00040"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00957"},{"key":"e_1_3_2_2_9_1","volume-title":"International Conference on Learning Representations","author":"Goodfellow Ian J","year":"2015"},{"key":"e_1_3_2_2_10_1","volume-title":"Countering adversarial images using input transformations. arXiv preprint arXiv:1711.00117","author":"Guo Chuan","year":"2017"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00624"},{"key":"e_1_3_2_2_13_1","unstructured":"Andreas Kattamis Tameem Adel and Adrian Weller. 2019. Exploring properties of the deep image prior. (2019).  Andreas Kattamis Tameem Adel and Adrian Weller. 2019. Exploring properties of the deep image prior. (2019)."},{"key":"e_1_3_2_2_14_1","volume-title":"et almbox","author":"Krizhevsky Alex","year":"2009"},{"key":"e_1_3_2_2_15_1","volume-title":"International Conference on Learning Representations","author":"Kurakin Alexey","year":"2017"},{"key":"e_1_3_2_2_16_1","volume-title":"et almbox","author":"Kurakin Alexey","year":"2018"},{"key":"e_1_3_2_2_17_1","volume-title":"International Conference on Learning Representations","author":"Madry Aleksander","year":"2018"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.282"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2940533"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00034"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00445"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9111957"},{"key":"e_1_3_2_2_24_1","volume-title":"Information science and applications","author":"Sutanto Richard Evan"},{"key":"e_1_3_2_2_25_1","volume-title":"International Conference on Learning Representations","author":"Szegedy Christian","year":"2014"},{"key":"e_1_3_2_2_26_1","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition. 9446--9454","author":"Ulyanov Dmitry","year":"2018"},{"key":"e_1_3_2_2_27_1","volume-title":"Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection. Pattern Recognition Letters","author":"Wang Yongwei","year":"2021"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00049"},{"key":"e_1_3_2_2_30_1","volume-title":"Mitigating adversarial effects through randomization. arXiv preprint arXiv:1711.01991","author":"Xie Cihang","year":"2017"},{"key":"e_1_3_2_2_31_1","volume-title":"Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition. 501--509","author":"Xie Cihang"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00284"},{"key":"e_1_3_2_2_33_1","volume-title":"Adversarial examples: Attacks and defenses for deep learning","author":"Yuan Xiaoyong","year":"2019"},{"key":"e_1_3_2_2_34_1","volume-title":"International Conference on Learning Representations","author":"Zhang Jingfeng","year":"2021"}],"event":{"name":"MM '21: ACM Multimedia Conference","location":"Virtual Event China","acronym":"MM '21","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 29th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3474085.3475614","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3474085.3475614","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:48:24Z","timestamp":1750193304000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3474085.3475614"}},"subtitle":["A Novel Reconstruction-based Defense Framework"],"short-title":[],"issued":{"date-parts":[[2021,10,17]]},"references-count":34,"alternative-id":["10.1145\/3474085.3475614","10.1145\/3474085"],"URL":"https:\/\/doi.org\/10.1145\/3474085.3475614","relation":{},"subject":[],"published":{"date-parts":[[2021,10,17]]},"assertion":[{"value":"2021-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}