{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,20]],"date-time":"2025-11-20T18:39:21Z","timestamp":1763663961586,"version":"3.37.3"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Basic Research Program of China","doi-asserted-by":"publisher","award":["2016YFB0800404"],"award-info":[{"award-number":["2016YFB0800404"]}],"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":["61572052","61672090","U1736213"],"award-info":[{"award-number":["61572052","61672090","U1736213"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2018JBZ001"],"award-info":[{"award-number":["2018JBZ001"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Key Research and Development of Hebei Province of China","award":["17210332"],"award-info":[{"award-number":["17210332"]}]},{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["FA8750-16-2-0173"],"award-info":[{"award-number":["FA8750-16-2-0173"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/tifs.2019.2901826","type":"journal-article","created":{"date-parts":[[2019,2,26]],"date-time":"2019-02-26T20:16:52Z","timestamp":1551212212000},"page":"2454-2469","source":"Crossref","is-referenced-by-count":25,"title":["Secure Detection of Image Manipulation by Means of Random Feature Selection"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7156-4485","authenticated-orcid":false,"given":"Zhipeng","family":"Chen","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7518-046X","authenticated-orcid":false,"given":"Benedetta","family":"Tondi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6111-9000","authenticated-orcid":false,"given":"Xiaolong","family":"Li","sequence":"additional","affiliation":[]},{"given":"Rongrong","family":"Ni","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8581-9554","authenticated-orcid":false,"given":"Yao","family":"Zhao","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7368-0866","authenticated-orcid":false,"given":"Mauro","family":"Barni","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2415032"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1117\/12.704097"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1117\/12.764846"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-49380-8_18"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2190402"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2010.2045842"},{"key":"ref37","article-title":"Steganalysis in high dimensions: Fusing classifiers built on random subspaces","volume":"7880","author":"kodovsk\u00fd","year":"2011","journal-title":"Proc SPIE"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89689-0_54"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-010-5188-5"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081950"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2015.2426728"},{"key":"ref2","article-title":"Counter-forensics: Attacking image forensics","author":"b\u00f6hme","year":"2012","journal-title":"Digital Image Forensics"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1291233.1291252"},{"key":"ref20","first-page":"281","article-title":"Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples","author":"barni","year":"2017","journal-title":"Proc 25th Eur Signal Process Conf (EUSIPCO)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2237397"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639361"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2570739"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288237"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-20248-8_15"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-010-0007-7"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3128572.3140444"},{"key":"ref10","article-title":"Counter-forensics in machine learning based forgery detection","volume":"9409","author":"marra","year":"2015","journal-title":"Proc SPIE"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2017.8267668"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1997.632226"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2361407.2361424"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.4018\/jdcf.2013070103"},{"key":"ref14","first-page":"31","article-title":"Universal counterforensics of multiple compressed JPEG images","author":"barni","year":"2014","journal-title":"Proc Int Workshop Digit Watermark"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24178-9_20"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2234117"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854091"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2015.2389241"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2016.7823902"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1854229.1854237"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2008.2008214"},{"key":"ref6","first-page":"387","article-title":"Evasion attacks against machine learning at test time","author":"biggio","year":"2013","journal-title":"Proc Eur Conf Mach Learn Knowl Discovery Databases"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2011.2119314"},{"key":"ref8","first-page":"3048","article-title":"Optimal counterforensics for histogram-based forensics","author":"comesa\u00f1a-alfaro","year":"2013","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process"},{"key":"ref7","first-page":"1239","article-title":"Hiding traces of median filtering in digital images","author":"fontani","year":"2012","journal-title":"Proc 20th Eur Signal Process Conf"},{"key":"ref49","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854090"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2713168.2713194"},{"journal-title":"Obfuscated gradients give a false sense of security Circumventing defenses to adversarial examples","year":"2018","author":"athalye","key":"ref48"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref42","volume":"ii","author":"kay","year":"1998","journal-title":"Fundamentals of Statistical Signal Processing Detection Theory"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/11856214_12"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2016.2599849"},{"key":"ref43","first-page":"5297","article-title":"Image forgery detection through residual-based local descriptors and block-matching","author":"cozzolino","year":"2015","journal-title":"Proc IEEE Int Conf Image Process"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/8721625\/08653427.pdf?arnumber=8653427","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:16:22Z","timestamp":1657746982000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8653427\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":50,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tifs.2019.2901826","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"type":"print","value":"1556-6013"},{"type":"electronic","value":"1556-6021"}],"subject":[],"published":{"date-parts":[[2019,9]]}}}