{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T02:37:05Z","timestamp":1782355025052,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T00:00:00Z","timestamp":1528934400000},"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":[[2018,6,14]]},"DOI":"10.1145\/3206004.3206009","type":"proceedings-article","created":{"date-parts":[[2018,6,20]],"date-time":"2018-06-20T12:12:39Z","timestamp":1529496759000},"page":"43-47","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":144,"title":["Fake Faces Identification via Convolutional Neural Network"],"prefix":"10.1145","author":[{"given":"Huaxiao","family":"Mo","sequence":"first","affiliation":[{"name":"Sun Yat-Sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bolin","family":"Chen","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiqi","family":"Luo","sequence":"additional","affiliation":[{"name":"Sun Yat-Sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2018,6,14]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Mart'\u0131n Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S Corrado Andy Davis Jeffrey Dean Matthieu Devin et almbox. . 2016. Tensorflow: Large-scale machine learning on heterogeneous distributed systems. arXiv preprint arXiv:1603.04467 (2016). Mart'\u0131n Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S Corrado Andy Davis Jeffrey Dean Matthieu Devin et almbox. . 2016. Tensorflow: Large-scale machine learning on heterogeneous distributed systems. arXiv preprint arXiv:1603.04467 (2016)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2909827.2930786"},{"key":"e_1_3_2_1_3_1","volume-title":"Began: Boundary equilibrium generative adversarial networks. arXiv preprint arXiv:1703.10717","author":"Berthelot David","year":"2017"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2300937"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2015.2438008"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3082031.3083248"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Hak-Yeol Choi Han-Ul Jang Dongkyu Kim Jeongho Son Seung-Min Mun Sunghee Choi and Heung-Kyu Lee . {n. d.}. Detecting composite image manipulation based on deep neural networks IEEE International Conference on Systems Signals and Image Processing. 1--5. Hak-Yeol Choi Han-Ul Jang Dongkyu Kim Jeongho Son Seung-Min Mun Sunghee Choi and Heung-Kyu Lee . {n. d.}. Detecting composite image manipulation based on deep neural networks IEEE International Conference on Systems Signals and Image Processing. 1--5.","DOI":"10.1109\/IWSSIP.2017.7965621"},{"key":"e_1_3_2_1_8_1","volume-title":"Proceedings of International Conference on Learning Representations.","author":"Dumoulin Vincent","year":"2017"},{"key":"e_1_3_2_1_9_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. In Advances in neural information processing systems. 2672--2680. Ian Goodfellow Jean Pouget-Abadie Mehdi Mirza Bing Xu David Warde-Farley Sherjil Ozair Aaron Courville and Yoshua Bengio . 2014. Generative adversarial nets. In Advances in neural information processing systems. 2672--2680."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073659"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","unstructured":"Justin Johnson Alexandre Alahi and Li Fei-Fei . 2016. Perceptual losses for real-time style transfer and super-resolution European Conference on Computer Vision. Springer 694--711. Justin Johnson Alexandre Alahi and Li Fei-Fei . 2016. Perceptual losses for real-time style transfer and super-resolution European Conference on Computer Vision. Springer 694--711.","DOI":"10.1007\/978-3-319-46475-6_43"},{"key":"e_1_3_2_1_12_1","unstructured":"Diederik P. Kingma and Jimmy Ba . 2014. Adam: A Method for Stochastic Optimization. CoRR Vol. abs\/1412.6980 (2014). showeprint{arxiv}1412.6980deftempurl%http:\/\/arxiv.org\/abs\/1412.6980 tempurl Diederik P. Kingma and Jimmy Ba . 2014. Adam: A Method for Stochastic Optimization. CoRR Vol. abs\/1412.6980 (2014). showeprint{arxiv}1412.6980deftempurl%http:\/\/arxiv.org\/abs\/1412.6980 tempurl"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Christian Ledig Lucas Theis Ferenc Huszar Jose Caballero Andrew Cunningham Alejandro Acosta Andrew Aitken Alykhan Tejani Johannes Totz Zehan Wang et almbox. . 2017. Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 4681--4690. Christian Ledig Lucas Theis Ferenc Huszar Jose Caballero Andrew Cunningham Alejandro Acosta Andrew Aitken Alykhan Tejani Johannes Totz Zehan Wang et almbox. . 2017. Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 4681--4690.","DOI":"10.1109\/CVPR.2017.19"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2016.2599849"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2502081.2502150"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2600918.2600941"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"Yuan Rao and Jiangqun Ni . 2016. A deep learning approach to detection of splicing and copy-move forgeries in images IEEE International Workshop on Information Forensics and Security. 1--6. Yuan Rao and Jiangqun Ni . 2016. A deep learning approach to detection of splicing and copy-move forgeries in images IEEE International Workshop on Information Forensics and Security. 1--6.","DOI":"10.1109\/WIFS.2016.7823911"},{"key":"e_1_3_2_1_18_1","unstructured":"Casper Kaae S\u00f8nderby Jose Caballero Lucas Theis Wenzhe Shi and Ferenc Husz\u00e1r . 2017. Amortised map inference for image super-resolution Proceedings of International Conference on Learning Representations. Casper Kaae S\u00f8nderby Jose Caballero Lucas Theis Wenzhe Shi and Ferenc Husz\u00e1r . 2017. Amortised map inference for image super-resolution Proceedings of International Conference on Learning Representations."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"Matthew Stamm and KJ Ray Liu . 2008. Blind forensics of contrast enhancement in digital images IEEE International Conference on Image Processing. IEEE 3112--3115. Matthew Stamm and KJ Ray Liu . 2008. Blind forensics of contrast enhancement in digital images IEEE International Conference on Image Processing. IEEE 3112--3115.","DOI":"10.1109\/ICIP.2008.4712454"},{"key":"e_1_3_2_1_20_1","volume-title":"International Conference on Learning Representations","author":"Jaakko Lehtinen Tero Karras Samuli Laine","year":"2018"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2548421"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang and Hao Li . 2017. High-resolution image inpainting using multi-scale neural patch synthesis The IEEE Conference on Computer Vision and Pattern Recognition Vol. Vol. 1. 3. Chao Yang Xin Lu Zhe Lin Eli Shechtman Oliver Wang and Hao Li . 2017. High-resolution image inpainting using multi-scale neural patch synthesis The IEEE Conference on Computer Vision and Pattern Recognition Vol. Vol. 1. 3.","DOI":"10.1109\/CVPR.2017.434"}],"event":{"name":"IH&MMSec '18: 6th ACM Workshop on Information Hiding and Multimedia Security","location":"Innsbruck Austria","acronym":"IH&MMSec '18","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 6th ACM Workshop on Information Hiding and Multimedia Security"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3206004.3206009","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3206004.3206009","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,5]],"date-time":"2025-07-05T06:38:50Z","timestamp":1751697530000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3206004.3206009"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,14]]},"references-count":22,"alternative-id":["10.1145\/3206004.3206009","10.1145\/3206004"],"URL":"https:\/\/doi.org\/10.1145\/3206004.3206009","relation":{},"subject":[],"published":{"date-parts":[[2018,6,14]]},"assertion":[{"value":"2018-06-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}