{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,26]],"date-time":"2026-01-26T04:16:06Z","timestamp":1769400966331,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":58,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,15]],"date-time":"2023-11-15T00:00:00Z","timestamp":1700006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020AAA0107700"],"award-info":[{"award-number":["2020AAA0107700"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62172359, 61972348, 62102354"],"award-info":[{"award-number":["62172359, 61972348, 62102354"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hangzhou Leading Innovation and Entrepreneurship Team","award":["TD2020003"],"award-info":[{"award-number":["TD2020003"]}]},{"name":"Fundamental Research Funds for the Central Universities","award":["2021FZZX001-27"],"award-info":[{"award-number":["2021FZZX001-27"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,15]]},"DOI":"10.1145\/3576915.3616600","type":"proceedings-article","created":{"date-parts":[[2023,11,21]],"date-time":"2023-11-21T12:35:13Z","timestamp":1700570113000},"page":"1660-1674","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["FITS: Matching Camera Fingerprints Subject to Software Noise Pollution"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-0077-9938","authenticated-orcid":false,"given":"Liu","family":"Liu","sequence":"first","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2391-7789","authenticated-orcid":false,"given":"Xinwen","family":"Fu","sequence":"additional","affiliation":[{"name":"University of Massachusetts Lowell, Lowell, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1948-2954","authenticated-orcid":false,"given":"Xiaodong","family":"Chen","sequence":"additional","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-6465-8974","authenticated-orcid":false,"given":"Jianpeng","family":"Wang","sequence":"additional","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0921-8869","authenticated-orcid":false,"given":"Zhongjie","family":"Ba","sequence":"additional","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5240-5200","authenticated-orcid":false,"given":"Feng","family":"Lin","sequence":"additional","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5230-3749","authenticated-orcid":false,"given":"Li","family":"Lu","sequence":"additional","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3441-6277","authenticated-orcid":false,"given":"Kui","family":"Ren","sequence":"additional","affiliation":[{"name":"Zhejiang University &amp; Jiaxing Research Institute, Zhejiang University, Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,11,21]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2640938"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18113801"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3016830"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2945190"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"E. Altinisik K. Tasdemir and H. T. Sencar. 2020. Mitigation of H.264 and H.265 Video Compression for Reliable PRNU Estimation. IEEE transactions on information forensics and security 15 (2020) 1557--1571.","DOI":"10.1109\/TIFS.2019.2945190"},{"key":"e_1_3_2_1_6_1","volume-title":"Andrea Di Fuccia, Cristiano Molinari, and Anna Paola Rizzo.","author":"Amerini Irene","year":"2017","unstructured":"Irene Amerini, Roberto Caldelli, Andrea Del Mastio, Andrea Di Fuccia, Cristiano Molinari, and Anna Paola Rizzo. 2017. Dealing with video source identification in social networks. signal processing: Image communication 57 (2017), 1--7."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2018.23099"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2911173"},{"key":"e_1_3_2_1_9_1","volume-title":"CFP: Enabling Camera Fingerprint Concealment for Privacy-Preserving Image Sharing. In 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS). IEEE, 1094--1105","author":"Ba Zhongjie","year":"2019","unstructured":"Zhongjie Ba, Xinyu Zhang, Zhan Qin, and Kui Ren. 2019. CFP: Enabling Camera Fingerprint Concealment for Privacy-Preserving Image Sharing. In 2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS). IEEE, 1094--1105."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2192272"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2385634"},{"key":"e_1_3_2_1_12_1","volume-title":"Techniques for data hiding. IBM systems journal 35, 3.4","author":"Bender Walter","year":"1996","unstructured":"Walter Bender, Daniel Gruhl, Norishige Morimoto, and Anthony Lu. 1996. Techniques for data hiding. IBM systems journal 35, 3.4 (1996), 313--336."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2859587"},{"key":"e_1_3_2_1_14_1","volume-title":"Security, steganography, and watermarking of multimedia contents IX","author":"Chen Mo","unstructured":"Mo Chen, Jessica Fridrich, and Miroslav Goljan. 2007. Digital imaging sensor identification (further study). In Security, steganography, and watermarking of multimedia contents IX, Vol. 6505. SPIE, 258--270."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2007.916285"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2362848"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3339810"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2302078"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3335203.3335717"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the 2014 ACMSIGSAC Conference on Computer and Communications Security. 441--452","author":"Das Anupam","year":"2014","unstructured":"Anupam Das, Nikita Borisov, and Matthew Caesar. 2014. Do you hear what I hear? Fingerprinting smart devices through embedded acoustic components. In Proceedings of the 2014 ACMSIGSAC Conference on Computer and Communications Security. 441--452."},{"key":"e_1_3_2_1_21_1","unstructured":"Anupam Das Nikita Borisov and Matthew Caesar. 2016. Tracking Mobile Web Users Through Motion Sensors: Attacks and Defenses.. In NDSS."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2014.23059"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108413"},{"key":"e_1_3_2_1_24_1","volume-title":"International workshop on digital watermarking. Springer, 454--468","author":"Goljan Miroslav","year":"2008","unstructured":"Miroslav Goljan. 2008. Digital camera identification from images-estimating false acceptance probability. In International workshop on digital watermarking. Springer, 454--468."},{"key":"e_1_3_2_1_25_1","volume-title":"Security, Forensics, Steganography, and Watermarking of Multimedia Contents X","author":"Goljan Miroslav","unstructured":"Miroslav Goljan and Jessica Fridrich. 2008. Camera identification from cropped and scaled images. In Security, Forensics, Steganography, and Watermarking of Multimedia Contents X, Vol. 6819. SPIE, 154--166."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2010.2099220"},{"key":"e_1_3_2_1_27_1","volume-title":"Media forensics and security","author":"Goljan Miroslav","unstructured":"Miroslav Goljan, Jessica Fridrich, and Tom\u00e1? Filler. 2009. Large scale test of sensor fingerprint camera identification. In Media forensics and security, Vol. 7254. International Society for Optics and Photonics, 72540I."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1987.1165129"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19030649"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2011.2168214"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2021.06.019"},{"key":"e_1_3_2_1_32_1","first-page":"72","article-title":"Steganographic approach for hiding image in DCT domain","volume":"1","author":"Kaur Blossom","year":"2011","unstructured":"Blossom Kaur, Amandeep Kaur, and Jasdeep Singh. 2011. Steganographic approach for hiding image in DCT domain. International Journal of Advances in Engineering & Technology 1, 3 (2011), 72.","journal-title":"International Journal of Advances in Engineering & Technology"},{"key":"e_1_3_2_1_33_1","volume-title":"Andrea Macarulla Rodriguez, and Zeno Geradts","author":"Koopman Marissa","year":"2018","unstructured":"Marissa Koopman, Andrea Macarulla Rodriguez, and Zeno Geradts. 2018. Detection of deepfake video manipulation. In The 20th Irish machine vision and image processing conference (IMVIP). 133--136."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2636089"},{"key":"e_1_3_2_1_35_1","volume-title":"DRAWNAPART: A Device Identification Technique based on Remote GPU Fingerprinting. arXiv preprint arXiv:2201.09956","author":"Laor Tomer","year":"2022","unstructured":"Tomer Laor, Naif Mehanna, Antonin Durey, Vitaly Dyadyuk, Pierre Laperdrix, Cl\u00e9mentine Maurice, Yossi Oren, Romain Rouvoy, Walter Rudametkin, and Yuval Yarom. 2022. DRAWNAPART: A Device Identification Technique based on Remote GPU Fingerprinting. arXiv preprint arXiv:2201.09956 (2022)."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2620280"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2010.2046268"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2011.2160750"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.32604\/csse.2020.35.513"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.027"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2478748"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114515"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2006.873602"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.32604\/csse.2021.014138"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2918644"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2020.3008855"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2701335"},{"key":"e_1_3_2_1_49_1","unstructured":"Forensic Pathways. 2022. New forensic image technology achieves success in major child abuse case. https:\/\/www.forensic-pathways.com\/new-forensicimage- technology-achieves-success-in-major-child-abuse-case\/"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3009583"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2015.7368580"},{"key":"e_1_3_2_1_52_1","unstructured":"R Satta J Galbally and L Beslay. 2013. State-of-theart review: Video analytics for fight against on-line child abuse. Technical Report. Technical Report JRC85864 European Commission-Joint Research Centre."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.10.010"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2415461"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2697402"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2926777"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737572"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/2660267.2660300"}],"event":{"name":"CCS '23: ACM SIGSAC Conference on Computer and Communications Security","location":"Copenhagen Denmark","acronym":"CCS '23","sponsor":["SIGSAC ACM Special Interest Group on Security, Audit, and Control"]},"container-title":["Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3576915.3616600","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3576915.3616600","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T01:54:46Z","timestamp":1755741286000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3576915.3616600"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,15]]},"references-count":58,"alternative-id":["10.1145\/3576915.3616600","10.1145\/3576915"],"URL":"https:\/\/doi.org\/10.1145\/3576915.3616600","relation":{},"subject":[],"published":{"date-parts":[[2023,11,15]]},"assertion":[{"value":"2023-11-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}