{"id":"https://openalex.org/W2808093154","doi":"https://doi.org/10.4018/ijisp.2018070105","title":"Blind Image Source Device Identification","display_name":"Blind Image Source Device Identification","publication_year":2018,"publication_date":"2018-06-15","ids":{"openalex":"https://openalex.org/W2808093154","doi":"https://doi.org/10.4018/ijisp.2018070105","mag":"2808093154"},"language":"en","primary_location":{"id":"doi:10.4018/ijisp.2018070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijisp.2018070105","pdf_url":null,"source":{"id":"https://openalex.org/S191782446","display_name":"International Journal of Information Security and Privacy","issn_l":"1930-1650","issn":["1930-1650","1930-1669"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security and Privacy","raw_type":"journal-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/A5069608210","display_name":"Udaya Sameer Venkata","orcid":null},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Udaya Sameer Venkata","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Rourkela, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Rourkela, India","institution_ids":["https://openalex.org/I16292982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013208803","display_name":"Ruchira Naskar","orcid":"https://orcid.org/0000-0002-6446-4379"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ruchira Naskar","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Rourkela, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Rourkela, India","institution_ids":["https://openalex.org/I16292982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16292982"],"apc_list":null,"apc_paid":null,"fwci":0.104,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4269841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"12","issue":"3","first_page":"84","last_page":"99"},"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":0.9793000221252441,"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/T13877","display_name":"Law in Society and Culture","score":0.9440000057220459,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.904158353805542},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7590876817703247},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6796549558639526},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6705088019371033},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5968912243843079},{"id":"https://openalex.org/keywords/computer-forensics","display_name":"Computer forensics","score":0.5209011435508728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5204320549964905},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.504963219165802},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4774649441242218},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45408016443252563},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44172239303588867},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41438406705856323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40128588676452637},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3769388794898987},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34827446937561035},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3290966749191284},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22676408290863037},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09394228458404541}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.904158353805542},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7590876817703247},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6796549558639526},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6705088019371033},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5968912243843079},{"id":"https://openalex.org/C556601545","wikidata":"https://www.wikidata.org/wiki/Q878553","display_name":"Computer forensics","level":3,"score":0.5209011435508728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5204320549964905},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.504963219165802},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4774649441242218},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45408016443252563},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44172239303588867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41438406705856323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40128588676452637},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3769388794898987},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34827446937561035},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3290966749191284},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22676408290863037},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09394228458404541},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijisp.2018070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijisp.2018070105","pdf_url":null,"source":{"id":"https://openalex.org/S191782446","display_name":"International Journal of Information Security and Privacy","issn_l":"1930-1650","issn":["1930-1650","1930-1669"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security and Privacy","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jisp00:v:12:y:2018:i:3:p:84-99","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJISP.2018070105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1092174439","https://openalex.org/W1506864492","https://openalex.org/W1941470495","https://openalex.org/W1989003130","https://openalex.org/W2010920895","https://openalex.org/W2045905048","https://openalex.org/W2049771774","https://openalex.org/W2081891982","https://openalex.org/W2084252081","https://openalex.org/W2096754397","https://openalex.org/W2109327305","https://openalex.org/W2124695272","https://openalex.org/W2129240197","https://openalex.org/W2174869877","https://openalex.org/W2179432078","https://openalex.org/W2208109665","https://openalex.org/W2364293642","https://openalex.org/W2546888898","https://openalex.org/W2548863027","https://openalex.org/W2569045678"],"related_works":["https://openalex.org/W2181728705","https://openalex.org/W4238452393","https://openalex.org/W2489557937","https://openalex.org/W4247205791","https://openalex.org/W2167366752","https://openalex.org/W3002268218","https://openalex.org/W2385667210","https://openalex.org/W3001565613","https://openalex.org/W2558079263","https://openalex.org/W1506329045"],"abstract_inverted_index":{"This":[0,92],"article":[1],"describes":[2],"how":[3],"digital":[4],"forensic":[5,13],"techniques":[6,40,88],"for":[7],"source":[8,23,77],"investigation":[9],"and":[10,37,115],"identification":[11],"enable":[12],"analysts":[14],"to":[15,21,62,95],"map":[16],"an":[17,128],"image":[18,45,54],"under":[19],"question":[20],"its":[22],"device,":[24],"in":[25,103],"a":[26],"completely":[27],"blind":[28,44],"way,":[29],"with":[30,70,127],"no":[31],"a-priori":[32],"information":[33],"about":[34],"the":[35,82,86,96,121],"storage":[36],"processing.":[38],"Such":[39],"operate":[41],"based":[42,50],"on":[43],"fingerprinting":[46],"or":[47],"machine":[48],"learning":[49],"modelling":[51],"using":[52],"appropriate":[53],"features.":[55],"Although":[56],"researchers":[57],"till":[58],"date":[59],"have":[60],"succeeded":[61],"achieve":[63],"extremely":[64],"high":[65],"accuracy,":[66],"more":[67],"than":[68],"99%":[69],"10-12":[71],"candidate":[72],"cameras,":[73],"as":[74,76,107],"far":[75],"device":[78,109],"prediction":[79],"is":[80,89,93],"concerned,":[81],"practical":[83],"application":[84],"of":[85,98],"existing":[87],"still":[90],"doubtful.":[91],"due":[94],"existence":[97],"some":[99],"critical":[100],"open":[101,125],"challenges":[102],"this":[104,119],"domain,":[105],"such":[106],"exact":[108],"linking,":[110],"open-set":[111],"challenge,":[112],"classifier":[113],"overfitting":[114],"counter":[116],"forensics.":[117],"In":[118],"article,":[120],"authors":[122],"identify":[123],"those":[124],"challenges,":[126],"insight":[129],"into":[130],"possible":[131],"solution":[132],"strategies.":[133]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
