{"id":"https://openalex.org/W2903453184","doi":"https://doi.org/10.1109/mmsp.2018.8547050","title":"Identifying Image Provenance: An Analysis of Mobile Instant Messaging Apps","display_name":"Identifying Image Provenance: An Analysis of Mobile Instant Messaging Apps","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2903453184","doi":"https://doi.org/10.1109/mmsp.2018.8547050","mag":"2903453184"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp.2018.8547050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2018.8547050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034070433","display_name":"Quoc-Tin Phan","orcid":"https://orcid.org/0000-0002-4403-374X"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Quoc-Tin Phan","raw_affiliation_strings":["DISI, University of Trento, Trento, ITALY"],"affiliations":[{"raw_affiliation_string":"DISI, University of Trento, Trento, ITALY","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087688702","display_name":"Cecilia Pasquini","orcid":"https://orcid.org/0000-0002-2125-6983"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cecilia Pasquini","raw_affiliation_strings":["Department of Information Systems, University of M\u00fcnster, M\u00fcnster, GERMANY"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of M\u00fcnster, M\u00fcnster, GERMANY","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028899632","display_name":"Giulia Boato","orcid":"https://orcid.org/0000-0002-0260-9528"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Boato","raw_affiliation_strings":["DISI, University of Trento, Trento, ITALY"],"affiliations":[{"raw_affiliation_string":"DISI, University of Trento, Trento, ITALY","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068660181","display_name":"Francesco G. B. De Natale","orcid":"https://orcid.org/0000-0003-2566-6995"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco G.B. De Natale","raw_affiliation_strings":["DISI, University of Trento, Trento, ITALY"],"affiliations":[{"raw_affiliation_string":"DISI, University of Trento, Trento, ITALY","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034070433"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":1.0446,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.82814041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.8992972373962402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8687019944190979},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7849018573760986},{"id":"https://openalex.org/keywords/instant-messaging","display_name":"Instant messaging","score":0.6617531776428223},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5164577960968018},{"id":"https://openalex.org/keywords/image-sharing","display_name":"Image sharing","score":0.4935837984085083},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4891829788684845},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47936680912971497},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.42513716220855713},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.41968536376953125},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4104297161102295},{"id":"https://openalex.org/keywords/file-sharing","display_name":"File sharing","score":0.41031962633132935},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37361353635787964},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3493812084197998},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20807692408561707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14849808812141418},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.10394644737243652}],"concepts":[{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.8992972373962402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8687019944190979},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7849018573760986},{"id":"https://openalex.org/C2985487447","wikidata":"https://www.wikidata.org/wiki/Q58199","display_name":"Instant messaging","level":2,"score":0.6617531776428223},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5164577960968018},{"id":"https://openalex.org/C2780639701","wikidata":"https://www.wikidata.org/wiki/Q354869","display_name":"Image sharing","level":3,"score":0.4935837984085083},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4891829788684845},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47936680912971497},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.42513716220855713},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.41968536376953125},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4104297161102295},{"id":"https://openalex.org/C551386961","wikidata":"https://www.wikidata.org/wiki/Q22666","display_name":"File sharing","level":3,"score":0.41031962633132935},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37361353635787964},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3493812084197998},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20807692408561707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14849808812141418},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.10394644737243652}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mmsp.2018.8547050","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp.2018.8547050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/225914","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/225914","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2041205596","https://openalex.org/W2055745001","https://openalex.org/W2094244365","https://openalex.org/W2098616111","https://openalex.org/W2116380715","https://openalex.org/W2138143450","https://openalex.org/W2148610715","https://openalex.org/W2394485828","https://openalex.org/W2541429634","https://openalex.org/W2545896937","https://openalex.org/W2582467130","https://openalex.org/W2611426089","https://openalex.org/W2762911267","https://openalex.org/W2786921035","https://openalex.org/W2911964244","https://openalex.org/W2912940386","https://openalex.org/W2993503428","https://openalex.org/W6712073775","https://openalex.org/W6748051531","https://openalex.org/W6771790382"],"related_works":["https://openalex.org/W2154319279","https://openalex.org/W2145823964","https://openalex.org/W1507954059","https://openalex.org/W2534818900","https://openalex.org/W2772597062","https://openalex.org/W4376881167","https://openalex.org/W1989419698","https://openalex.org/W1974349391","https://openalex.org/W2376587701","https://openalex.org/W2497248495"],"abstract_inverted_index":{"Studying":[0],"the":[1,29,62,67,70,84,88,116,119,132,148,151,169,173,177],"impact":[2],"of":[3,31,69,118,150,171,176],"sharing":[4,121,134],"platforms":[5],"like":[6],"social":[7],"networks":[8],"and":[9,36,65,87,108,123,153,162,168],"messaging":[10,42],"services":[11],"on":[12,131,147],"multimedia":[13,21],"content":[14],"nowadays":[15],"represents":[16],"a":[17,82,145],"due":[18],"step":[19,135],"in":[20,61,66],"forensics":[22],"research.":[23],"In":[24,53,140],"this":[25],"framework,":[26],"we":[27,56,111],"study":[28],"characteristics":[30],"images":[32,104],"that":[33,75,90],"are":[34],"uploaded":[35],"shared":[37,105,138,181],"through":[38,160],"three":[39],"popular":[40],"mobile":[41,49],"apps":[43,161],"combined":[44],"with":[45],"two":[46],"different":[47,101],"sending":[48],"operating":[50],"systems":[51],"(OS).":[52],"our":[54],"analysis,":[55],"consider":[57],"information":[58,130],"contained":[59],"both":[60,106],"image":[63,71,178],"signal":[64],"metadata":[68],"file.":[72],"We":[73],"show":[74,112],"it":[76,125],"is":[77,97,126,165,182],"generally":[78],"possible":[79,127],"to":[80,128,142],"identify":[81],"posteriori":[83],"last":[85,120],"app":[86,122],"OS":[89],"have":[91],"been":[92],"used":[93],"for":[94,136],"uploading.":[95],"This":[96],"done":[98],"by":[99,114],"considering":[100],"scenarios":[102],"involving":[103],"once":[107],"twice.":[109],"Moreover,":[110],"that,":[113],"leveraging":[115],"knowledge":[117],"system,":[124],"retrieve":[129],"previous":[133],"double":[137],"images.":[139],"relation":[141],"prior":[143],"works,":[144],"discussion":[146],"influence":[149],"rescaling":[152],"recompression":[154],"mechanism":[155],"-":[156,164],"usually":[157],"performed":[158],"differently":[159],"OSs":[163],"also":[166],"proposed,":[167],"feasibility":[170],"retrieving":[172],"compression":[174],"parameters":[175],"before":[179],"being":[180],"assessed.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
