{"id":"https://openalex.org/W2093512257","doi":"https://doi.org/10.1007/s11042-010-0620-1","title":"Digital image forensics: a booklet for beginners","display_name":"Digital image forensics: a booklet for beginners","publication_year":2010,"publication_date":"2010-10-23","ids":{"openalex":"https://openalex.org/W2093512257","doi":"https://doi.org/10.1007/s11042-010-0620-1","mag":"2093512257"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-010-0620-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-010-0620-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-010-0620-1.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-010-0620-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019183502","display_name":"Judith Redi","orcid":"https://orcid.org/0000-0003-1936-8860"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["FR","NL"],"is_corresponding":true,"raw_author_name":"Judith A. Redi","raw_affiliation_strings":["Eurecom, 2229 Route des Cr\u00eates, Sophia Antipolis Cedex, France","Eurecom, Sophia Antipolis Cedex, France and Department of Mediamatics at Delft University of Technology, Delft, The Netherlands 2628"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurecom, 2229 Route des Cr\u00eates, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"Eurecom, Sophia Antipolis Cedex, France and Department of Mediamatics at Delft University of Technology, Delft, The Netherlands 2628","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003451235","display_name":"Wiem Taktak","orcid":null},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wiem Taktak","raw_affiliation_strings":["Eurecom, 2229 Route des Cr\u00eates, Sophia Antipolis Cedex, France","EURECOM, Sophia Antipolis Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurecom, 2229 Route des Cr\u00eates, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055361726","display_name":"Jean\u2010Luc Dugelay","orcid":"https://orcid.org/0000-0003-3151-4330"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Luc Dugelay","raw_affiliation_strings":["Eurecom, 2229 Route des Cr\u00eates, Sophia Antipolis Cedex, France","EURECOM, Sophia Antipolis Cedex, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eurecom, 2229 Route des Cr\u00eates, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1902872"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019183502"],"corresponding_institution_ids":["https://openalex.org/I1902872","https://openalex.org/I98358874"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":11.5964,"has_fulltext":true,"cited_by_count":366,"citation_normalized_percentile":{"value":0.98688477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"51","issue":"1","first_page":"133","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8603142499923706},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.7733591794967651},{"id":"https://openalex.org/keywords/computer-forensics","display_name":"Computer forensics","score":0.7038745880126953},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.6104339361190796},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.6079893708229065},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5956012010574341},{"id":"https://openalex.org/keywords/digital-media","display_name":"Digital media","score":0.5428159236907959},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.532997727394104},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49481767416000366},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.48674941062927246},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.44119778275489807},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4299566149711609},{"id":"https://openalex.org/keywords/digital-imaging","display_name":"Digital imaging","score":0.42178255319595337},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42100682854652405},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36740991473197937},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33088260889053345},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3288854956626892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27400410175323486},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2724943161010742},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2218797504901886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8603142499923706},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.7733591794967651},{"id":"https://openalex.org/C556601545","wikidata":"https://www.wikidata.org/wiki/Q878553","display_name":"Computer forensics","level":3,"score":0.7038745880126953},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.6104339361190796},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.6079893708229065},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5956012010574341},{"id":"https://openalex.org/C17632256","wikidata":"https://www.wikidata.org/wiki/Q1076968","display_name":"Digital media","level":2,"score":0.5428159236907959},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.532997727394104},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49481767416000366},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.48674941062927246},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.44119778275489807},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4299566149711609},{"id":"https://openalex.org/C112416745","wikidata":"https://www.wikidata.org/wiki/Q974213","display_name":"Digital imaging","level":5,"score":0.42178255319595337},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42100682854652405},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36740991473197937},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33088260889053345},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3288854956626892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27400410175323486},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2724943161010742},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2218797504901886},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-010-0620-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-010-0620-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-010-0620-1.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:fr.eurecom:3251","is_oa":false,"landing_page_url":"http://www.eurecom.fr/publication/3251","pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Multimedia Tools and Applications, October 2010","raw_type":"Journal"}],"best_oa_location":{"id":"doi:10.1007/s11042-010-0620-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-010-0620-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-010-0620-1.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2093512257.pdf","grobid_xml":"https://content.openalex.org/works/W2093512257.grobid-xml"},"referenced_works_count":99,"referenced_works":["https://openalex.org/W115399891","https://openalex.org/W120119343","https://openalex.org/W183843560","https://openalex.org/W200526583","https://openalex.org/W1482035584","https://openalex.org/W1506864492","https://openalex.org/W1515615411","https://openalex.org/W1544446329","https://openalex.org/W1585169287","https://openalex.org/W1603934303","https://openalex.org/W1606485339","https://openalex.org/W1728778629","https://openalex.org/W1762781077","https://openalex.org/W1904969684","https://openalex.org/W1967503138","https://openalex.org/W1975528596","https://openalex.org/W1978903816","https://openalex.org/W1984038043","https://openalex.org/W1985729543","https://openalex.org/W1990194486","https://openalex.org/W1990438568","https://openalex.org/W1992300492","https://openalex.org/W2001426616","https://openalex.org/W2006028575","https://openalex.org/W2007847421","https://openalex.org/W2010863512","https://openalex.org/W2012302517","https://openalex.org/W2017681265","https://openalex.org/W2018377917","https://openalex.org/W2018727335","https://openalex.org/W2021020085","https://openalex.org/W2022990190","https://openalex.org/W2027905124","https://openalex.org/W2030623417","https://openalex.org/W2033570189","https://openalex.org/W2034749070","https://openalex.org/W2037801532","https://openalex.org/W2048684681","https://openalex.org/W2049771774","https://openalex.org/W2061395358","https://openalex.org/W2068575457","https://openalex.org/W2070040249","https://openalex.org/W2070604790","https://openalex.org/W2072577780","https://openalex.org/W2078466025","https://openalex.org/W2080403050","https://openalex.org/W2081698350","https://openalex.org/W2083122891","https://openalex.org/W2089305009","https://openalex.org/W2089613014","https://openalex.org/W2091929511","https://openalex.org/W2095657345","https://openalex.org/W2095878234","https://openalex.org/W2096754397","https://openalex.org/W2098594597","https://openalex.org/W2105086310","https://openalex.org/W2111374353","https://openalex.org/W2112210925","https://openalex.org/W2115523395","https://openalex.org/W2117500881","https://openalex.org/W2118053687","https://openalex.org/W2118090703","https://openalex.org/W2119199090","https://openalex.org/W2119952502","https://openalex.org/W2121029817","https://openalex.org/W2123553648","https://openalex.org/W2123965969","https://openalex.org/W2124695272","https://openalex.org/W2124929806","https://openalex.org/W2127114875","https://openalex.org/W2129010475","https://openalex.org/W2129240197","https://openalex.org/W2130225759","https://openalex.org/W2130392010","https://openalex.org/W2132610780","https://openalex.org/W2132961863","https://openalex.org/W2137962663","https://openalex.org/W2147885303","https://openalex.org/W2148610715","https://openalex.org/W2153361333","https://openalex.org/W2155180118","https://openalex.org/W2157887643","https://openalex.org/W2158071928","https://openalex.org/W2159244236","https://openalex.org/W2162192649","https://openalex.org/W2162867472","https://openalex.org/W2167606879","https://openalex.org/W2295936755","https://openalex.org/W2485417060","https://openalex.org/W2519821327","https://openalex.org/W2532188585","https://openalex.org/W2611745365","https://openalex.org/W2997095758","https://openalex.org/W3137241515","https://openalex.org/W3158874234","https://openalex.org/W3161625325","https://openalex.org/W4235370622","https://openalex.org/W4255023712","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2181728705","https://openalex.org/W4238452393","https://openalex.org/W4247205791","https://openalex.org/W2167366752","https://openalex.org/W2489557937","https://openalex.org/W4283205458","https://openalex.org/W3002268218","https://openalex.org/W2385667210","https://openalex.org/W3001565613","https://openalex.org/W2558079263"],"abstract_inverted_index":{"Digital":[0,33],"visual":[1,17],"media":[2],"represent":[3],"nowadays":[4],"one":[5],"of":[6,15,48,63,74,76,94,134],"the":[7,13,24,46,61,64,69,72,81,90,127,129,132],"principal":[8],"means":[9],"for":[10,104,111],"communication.":[11],"Lately,":[12],"reliability":[14],"digital":[16,96,135],"information":[18,52],"has":[19],"been":[20],"questioned,":[21],"due":[22],"to":[23,80,89],"ease":[25],"in":[26],"counterfeiting":[27],"both":[28],"its":[29],"origin":[30],"and":[31,71,88,113,122,131],"content.":[32],"image":[34,97,136],"forensics":[35,98],"is":[36,109],"a":[37,124],"brand":[38],"new":[39],"research":[40],"field":[41],"which":[42],"aims":[43],"at":[44],"validating":[45],"authenticity":[47],"images":[49],"by":[50,85],"recovering":[51],"about":[53],"their":[54],"history.":[55],"Two":[56],"main":[57],"problems":[58],"are":[59],"addressed:":[60],"identification":[62],"imaging":[65],"device":[66],"that":[67],"captured":[68],"image,":[70],"detection":[73],"traces":[75],"forgeries.":[77],"Nowadays,":[78],"thanks":[79],"promising":[82],"results":[83],"attained":[84],"early":[86],"studies":[87],"always":[91],"growing":[92],"number":[93],"applications,":[95],"represents":[99],"an":[100],"appealing":[101],"investigation":[102],"domain":[103],"many":[105],"researchers.":[106],"This":[107],"survey":[108],"designed":[110],"scholars":[112],"IT":[114],"professionals":[115],"approaching":[116],"this":[117],"field,":[118],"reviewing":[119],"existing":[120],"tools":[121],"providing":[123],"view":[125],"on":[126],"past,":[128],"present":[130],"future":[133],"forensics.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":39},{"year":2018,"cited_by_count":39},{"year":2017,"cited_by_count":28},{"year":2016,"cited_by_count":29},{"year":2015,"cited_by_count":33},{"year":2014,"cited_by_count":30},{"year":2013,"cited_by_count":20},{"year":2012,"cited_by_count":10}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
