{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T13:07:25Z","timestamp":1765544845297,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,5,30]],"date-time":"2022-05-30T00:00:00Z","timestamp":1653868800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,5,30]]},"DOI":"10.1145\/3494109.3527190","type":"proceedings-article","created":{"date-parts":[[2022,5,24]],"date-time":"2022-05-24T04:12:08Z","timestamp":1653365528000},"page":"35-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["A Face Pre-Processing Approach to Evade Deepfake Detector"],"prefix":"10.1145","author":[{"given":"Taejune","family":"Kim","sequence":"first","affiliation":[{"name":"Sungkyunkwan University, Suwon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeongho","family":"Kim","sequence":"additional","affiliation":[{"name":"Sungkyunkwan University, Suwon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeonghyeon","family":"Kim","sequence":"additional","affiliation":[{"name":"Sungkyunkwan University, Suwon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon S.","family":"Woo","sequence":"additional","affiliation":[{"name":"Sungkyunkwan University, Suwon, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,5,30]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"et al","author":"Augenstein Sean","year":"2019","unstructured":"Sean Augenstein , H Brendan McMahan , Daniel Ramage , Swaroop Ramaswamy , Peter Kairouz , Mingqing Chen , Rajiv Mathews , et al . 2019 . Generative models for effective ML on private, decentralized datasets. arXiv preprint arXiv:1911.06679 (2019). Sean Augenstein, H Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, et al . 2019. Generative models for effective ML on private, decentralized datasets. arXiv preprint arXiv:1911.06679 (2019)."},{"key":"e_1_3_2_2_2_1","volume-title":"DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images. arXiv preprint arXiv:2112.12001","author":"Bang Young Oh","year":"2021","unstructured":"Young Oh Bang and Simon S Woo . 2021. DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images. arXiv preprint arXiv:2112.12001 ( 2021 ). Young Oh Bang and Simon S Woo. 2021. DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images. arXiv preprint arXiv:2112.12001 (2021)."},{"volume-title":"Computer Graphics Forum","author":"Banterle Francesco","key":"e_1_3_2_2_3_1","unstructured":"Francesco Banterle , Massimiliano Corsini , Paolo Cignoni , and Roberto Scopigno . 2012. A low-memory, straightforward and fast bilateral filter through subsampling in spatial domain . In Computer Graphics Forum , Vol. 31 . Wiley Online Library , 19--32. Francesco Banterle, Massimiliano Corsini, Paolo Cignoni, and Roberto Scopigno. 2012. A low-memory, straightforward and fast bilateral filter through subsampling in spatial domain. In Computer Graphics Forum, Vol. 31. Wiley Online Library, 19--32."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412711"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"crossref","unstructured":"Davide Coccomini Nicola Messina Claudio Gennaro and Fabrizio Falchi. 2021. Combining EfficientNet and Vision Transformers for Video Deepfake Detection. arXiv preprint arXiv:2107.02612.  Davide Coccomini Nicola Messina Claudio Gennaro and Fabrizio Falchi. 2021. Combining EfficientNet and Vision Transformers for Video Deepfake Detection. arXiv preprint arXiv:2107.02612.","DOI":"10.1007\/978-3-031-06433-3_19"},{"key":"e_1_3_2_2_7_1","unstructured":"Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang and Cristian Canton Ferrer. 2020. The deepfake detection challenge (dfdc) dataset. arXiv preprint arXiv:2006.07397.  Brian Dolhansky Joanna Bitton Ben Pflaum Jikuo Lu Russ Howes Menglin Wang and Cristian Canton Ferrer. 2020. The deepfake detection challenge (dfdc) dataset. arXiv preprint arXiv:2006.07397."},{"key":"e_1_3_2_2_8_1","unstructured":"Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio. 2014. Generative adversarial nets. Advances in neural information processing systems 27.  Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio. 2014. Generative adversarial nets. Advances in neural information processing systems 27."},{"key":"e_1_3_2_2_9_1","unstructured":"Yihao Huang Felix Juefei-Xu Qing Guo Lei Ma Xiaofei Xie Weikai Miao Yang Liu and Geguang Pu. [n.d.]. Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering. ([n. d.]).  Yihao Huang Felix Juefei-Xu Qing Guo Lei Ma Xiaofei Xie Weikai Miao Yang Liu and Geguang Pu. [n.d.]. Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering. ([n. d.])."},{"key":"e_1_3_2_2_10_1","volume-title":"Proceedings of the 37th International Conference on Machine Learning,. PMLR.","author":"Jeon Hyeonseong","year":"2020","unstructured":"Hyeonseong Jeon , Youngoh Bang , Junyaup Kim , and Simon S Woo . 2020 . T-gd: Transferable gan-generated images detection framework . In Proceedings of the 37th International Conference on Machine Learning,. PMLR. Hyeonseong Jeon, Youngoh Bang, Junyaup Kim, and Simon S Woo. 2020. T-gd: Transferable gan-generated images detection framework. In Proceedings of the 37th International Conference on Machine Learning,. PMLR."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00163"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58201-2_28"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00813"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3476099.3484315"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00336"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9005683"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99828-2_25"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475535"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00111"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.397"},{"key":"e_1_3_2_2_21_1","volume-title":"ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. arXiv preprint arXiv:2112.03553","author":"Le Binh M","year":"2021","unstructured":"Binh M Le and Simon S Woo . 2021 . ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. arXiv preprint arXiv:2112.03553 (2021). Binh M Le and Simon S Woo. 2021. ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images. arXiv preprint arXiv:2112.03553 (2021)."},{"key":"e_1_3_2_2_22_1","volume-title":"Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images. arXiv preprint arXiv:2112.08050","author":"Le Binh M","year":"2021","unstructured":"Binh M Le and Simon S Woo . 2021. Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images. arXiv preprint arXiv:2112.08050 ( 2021 ). Binh M Le and Simon S Woo. 2021. Exploring the Asynchronous of the Frequency Spectra of GAN-generated Facial Images. arXiv preprint arXiv:2112.08050 (2021)."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78120-0_23"},{"key":"e_1_3_2_2_24_1","volume-title":"Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet. Applied soft computing 105","author":"Lee Sangyup","year":"2021","unstructured":"Sangyup Lee , Shahroz Tariq , Youjin Shin , and Simon S Woo . 2021. Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet. Applied soft computing 105 ( 2021 ), 107256. Sangyup Lee, Shahroz Tariq, Youjin Shin, and Simon S Woo. 2021. Detecting handcrafted facial image manipulations and GAN-generated facial images using Shallow-FakeFaceNet. Applied soft computing 105 (2021), 107256."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58610-2_6"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00009"},{"key":"e_1_3_2_2_27_1","volume-title":"Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack. arXiv preprint arXiv:2103.00847","author":"Tariq Shahroz","year":"2021","unstructured":"Shahroz Tariq , Sowon Jeon , and Simon S Woo . 2021. Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack. arXiv preprint arXiv:2103.00847 ( 2021 ). Shahroz Tariq, Sowon Jeon, and Simon S Woo. 2021. Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack. arXiv preprint arXiv:2103.00847 (2021)."},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3267357.3267367"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3297280.3297410"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449809"},{"key":"e_1_3_2_2_31_1","volume-title":"A convolutional LSTM based residual network for deepfake video detection. arXiv preprint arXiv:2009.07480","author":"Tariq Shahroz","year":"2020","unstructured":"Shahroz Tariq , Sangyup Lee , and Simon S Woo . 2020. A convolutional LSTM based residual network for deepfake video detection. arXiv preprint arXiv:2009.07480 ( 2020 ). Shahroz Tariq, Sangyup Lee, and Simon S Woo. 2020. A convolutional LSTM based residual network for deepfake video detection. arXiv preprint arXiv:2009.07480 (2020)."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2929464.2929475"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1998.710815"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00905"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_20"}],"event":{"name":"ASIA CCS '22: ACM Asia Conference on Computer and Communications Security","sponsor":["SIGSAC ACM Special Interest Group on Security, Audit, and Control"],"location":"Nagasaki Japan","acronym":"ASIA CCS '22"},"container-title":["Proceedings of the 1st Workshop on Security Implications of Deepfakes and Cheapfakes"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3494109.3527190","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3494109.3527190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:30:45Z","timestamp":1750188645000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3494109.3527190"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,30]]},"references-count":35,"alternative-id":["10.1145\/3494109.3527190","10.1145\/3494109"],"URL":"https:\/\/doi.org\/10.1145\/3494109.3527190","relation":{},"subject":[],"published":{"date-parts":[[2022,5,30]]},"assertion":[{"value":"2022-05-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}