{"id":"https://openalex.org/W4385142774","doi":"https://doi.org/10.1007/978-3-031-37940-6_24","title":"Classification of Real and Deepfakes Visual Samples with Pre-trained Deep Learning Models","display_name":"Classification of Real and Deepfakes Visual Samples with Pre-trained Deep Learning Models","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385142774","doi":"https://doi.org/10.1007/978-3-031-37940-6_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37940-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37940-6_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5053995495","display_name":"Marriam Nawaz","orcid":"https://orcid.org/0000-0002-2238-4645"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Marriam Nawaz","raw_affiliation_strings":["Department of Software Engineering, UET Taxila, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, UET Taxila, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010686488","display_name":"Ali Javed","orcid":"https://orcid.org/0000-0002-1290-1477"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ali Javed","raw_affiliation_strings":["Department of Software Engineering, UET Taxila, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, UET Taxila, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000682685","display_name":"Tahira Nazir","orcid":"https://orcid.org/0000-0001-8130-3721"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tahira Nazir","raw_affiliation_strings":["Department of Computing, Riphah International University, Islamabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Riphah International University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101450801","display_name":"Muhammad Attique Khan","orcid":"https://orcid.org/0000-0001-7058-0715"},"institutions":[{"id":"https://openalex.org/I29698356","display_name":"HITEC University","ror":"https://ror.org/013d87239","country_code":"PK","type":"education","lineage":["https://openalex.org/I29698356"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Attique Khan","raw_affiliation_strings":["Department of Computer Science, HITEC University, Taxila, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, HITEC University, Taxila, Pakistan","institution_ids":["https://openalex.org/I29698356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037566676","display_name":"V. Rajinikanth","orcid":"https://orcid.org/0000-0003-3897-4460"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkatesan Rajinikanth","raw_affiliation_strings":["Department of Computer Science and Engineering, Division of Research and Innovation, Saveetha School of Engineering, SIMATS, Chennai, 602105, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Division of Research and Innovation, Saveetha School of Engineering, SIMATS, Chennai, 602105, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002855381","display_name":"Seifedine Kadry","orcid":"https://orcid.org/0000-0002-1939-4842"},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":true,"raw_author_name":"Seifedine Kadry","raw_affiliation_strings":["Department of Applied Data Science, Noroff University College, 4612, Kristiansand, Norway","Department of Electrical and Computer Engineering, Lebanese American University, Byblos, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Applied Data Science, Noroff University College, 4612, Kristiansand, Norway","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Lebanese American University, Byblos, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002855381","https://openalex.org/A5101450801"],"corresponding_institution_ids":["https://openalex.org/I29698356","https://openalex.org/I56306041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27938093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9991000294685364,"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/T11448","display_name":"Face recognition and analysis","score":0.9976000189781189,"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/generalizability-theory","display_name":"Generalizability theory","score":0.835739016532898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7636452913284302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7311058044433594},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5879040360450745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5519673824310303},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.5167340636253357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46821191906929016},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4545828104019165},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4376155436038971},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.43447044491767883},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.42739251255989075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09977895021438599},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07703021168708801}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.835739016532898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7636452913284302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7311058044433594},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5879040360450745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5519673824310303},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.5167340636253357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46821191906929016},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4545828104019165},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4376155436038971},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43447044491767883},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.42739251255989075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09977895021438599},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07703021168708801},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-37940-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37940-6_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W19726667","https://openalex.org/W2144016295","https://openalex.org/W2194775991","https://openalex.org/W2395639500","https://openalex.org/W2897675700","https://openalex.org/W2911424785","https://openalex.org/W2948788829","https://openalex.org/W2963684180","https://openalex.org/W3034785167","https://openalex.org/W3036576316","https://openalex.org/W3036644531","https://openalex.org/W3131168966","https://openalex.org/W3145512623","https://openalex.org/W3155923524","https://openalex.org/W3157266061","https://openalex.org/W3171662898","https://openalex.org/W3175462371","https://openalex.org/W3187037881","https://openalex.org/W3188897163","https://openalex.org/W3191164398","https://openalex.org/W3204243169","https://openalex.org/W4213222913","https://openalex.org/W4220658233"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W2059783833","https://openalex.org/W2573498121","https://openalex.org/W4315652208","https://openalex.org/W2979740303"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
