{"id":"https://openalex.org/W4406890511","doi":"https://doi.org/10.1109/access.2025.3535840","title":"A Novel Audio Copy Move Forgery Detection Method With Classification of Graph-Based Representations","display_name":"A Novel Audio Copy Move Forgery Detection Method With Classification of Graph-Based Representations","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406890511","doi":"https://doi.org/10.1109/access.2025.3535840"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3535840","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3535840","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3535840","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065877125","display_name":"Beste \u00dcst\u00fcb\u0131o\u011flu","orcid":"https://orcid.org/0000-0001-7451-0634"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Beste Ustubioglu","raw_affiliation_strings":["Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7451-0634","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073440516","display_name":"G\u00fcl Tahao\u011flu","orcid":"https://orcid.org/0000-0002-8828-5674"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gul Tahaoglu","raw_affiliation_strings":["Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8828-5674","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106442276","display_name":"Arda \u00dcst\u00fcb\u0131o\u011flu","orcid":"https://orcid.org/0000-0002-8656-8697"},"institutions":[{"id":"https://openalex.org/I1329879541","display_name":"Avrasya University","ror":"https://ror.org/00pv8s374","country_code":"TR","type":"education","lineage":["https://openalex.org/I1329879541"]},{"id":"https://openalex.org/I4387152860","display_name":"Trabzon University","ror":"https://ror.org/04mmwq306","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152860"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Arda Ustubioglu","raw_affiliation_strings":["Department of Management Information Systems, Trabzon University, Trabzon, T&#x00FC;rkiye","Department of Management Information Systems, Trabzon University, Trabzon, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8656-8697","affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Trabzon University, Trabzon, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I4387152860"]},{"raw_affiliation_string":"Department of Management Information Systems, Trabzon University, Trabzon, Turkey","institution_ids":["https://openalex.org/I1329879541","https://openalex.org/I4387152860"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082706838","display_name":"G\u00fczin Uluta\u015f","orcid":"https://orcid.org/0000-0001-5729-6613"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Guzin Ulutas","raw_affiliation_strings":["Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-5729-6613","affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049594835","display_name":"Muhammed K\u0131l\u0131\u00e7","orcid":"https://orcid.org/0000-0002-2402-8265"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammed Kilic","raw_affiliation_strings":["Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Computer Engineering Department, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.4691,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94030793,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"22029","last_page":"22054"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9976999759674072,"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":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.772159218788147},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4812352657318115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4673101603984833},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44890138506889343},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32347652316093445},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.13099628686904907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.772159218788147},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4812352657318115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4673101603984833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44890138506889343},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32347652316093445},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.13099628686904907}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3535840","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3535840","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:23f5f310337b4dc9bd56725c1c398947","is_oa":true,"landing_page_url":"https://doaj.org/article/23f5f310337b4dc9bd56725c1c398947","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 22029-22054 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3535840","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3535840","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6370620534","display_name":"Say\u0131sal Seslerdeki Sahtecili\u011fin Tespiti Ve Sahte Ses Kesitlerinin Lokalizasyonu","funder_award_id":"122E013","funder_id":"https://openalex.org/F4320322626","funder_display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu"}],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W112336115","https://openalex.org/W200102888","https://openalex.org/W2064707511","https://openalex.org/W2107203630","https://openalex.org/W2124386111","https://openalex.org/W2131681506","https://openalex.org/W2152195021","https://openalex.org/W2194775991","https://openalex.org/W2708787837","https://openalex.org/W2804205744","https://openalex.org/W2896292558","https://openalex.org/W2912458406","https://openalex.org/W4223643788","https://openalex.org/W4235085854","https://openalex.org/W4241247459","https://openalex.org/W4293253128","https://openalex.org/W4293253165","https://openalex.org/W4293253207","https://openalex.org/W4304810974","https://openalex.org/W4311900636","https://openalex.org/W4313024147","https://openalex.org/W4376651127","https://openalex.org/W4381949970","https://openalex.org/W4385577110","https://openalex.org/W4390691474","https://openalex.org/W4390739074","https://openalex.org/W4399399460","https://openalex.org/W4399849921","https://openalex.org/W4400878407","https://openalex.org/W4400908614","https://openalex.org/W4401113747","https://openalex.org/W4401726147"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0,63,102,134,198],"rapid":[1],"advancement":[2],"of":[3,18,28,44,48,67,105,118,217],"digital":[4,29],"environments":[5],"has":[6],"led":[7],"to":[8,22,25,37,56,98,128,175],"an":[9,49],"increase":[10],"in":[11,15,215],"multimedia":[12],"forgery,":[13,41],"particularly":[14],"the":[16,26,60,72,75,79,89,95,106,110,116,119,142,147,154,163,177],"realm":[17],"audio,":[19],"which":[20,183],"leads":[21],"significant":[23],"threats":[24],"reliability":[27],"evidence.":[30],"This":[31],"paper":[32],"presents":[33],"a":[34,42,138,160,180,188,222],"novel":[35],"method":[36,65],"detect":[38,99],"audio":[39,50,90,135,156,227],"copy-move":[40],"type":[43],"manipulation":[45],"where":[46],"segments":[47,81],"file":[51],"are":[52,173],"duplicated":[53,100],"and":[54,91,146,235],"moved":[55],"different":[57,205],"locations":[58],"within":[59,94],"same":[61],"file.":[62],"proposed":[64,164],"consists":[66],"two":[68],"main":[69],"stages.":[70],"In":[71,151],"first":[73],"stage,":[74,153],"frequency":[76,103,144],"range":[77,104],"containing":[78],"forged":[80],"is":[82,114,126,136,157,184],"identified":[83,143],"by":[84],"extracting":[85],"high-resolution":[86],"spectrograms":[87],"from":[88],"matching":[92],"keypoints":[93],"spectrogram":[96],"images":[97,108],"segments.":[101,121],"sub-spectrogram":[107],"with":[109],"highest":[111],"match":[112],"density":[113],"considered":[115],"location":[117],"repeated":[120],"A":[122],"swarm-based":[123],"optimization":[124],"approach":[125,210],"used":[127],"adaptively":[129],"determine":[130],"this":[131,152,209],"dense":[132],"region.":[133],"then":[137,185],"bandpass":[139],"filtered":[140,155],"using":[141,162,203],"range,":[145],"second":[148],"stage":[149],"begins.":[150],"represented":[158],"as":[159],"graph":[161,178],"spiral":[165],"pattern":[166],"information":[167],"extraction":[168],"method.":[169],"Graph":[170],"coloring":[171],"algorithms":[172],"applied":[174],"convert":[176],"into":[179,187],"visual":[181],"representation,":[182],"input":[186],"specially":[189],"designed":[190],"Convolutional":[191],"Neural":[192],"Network":[193],"(CNN)":[194],"model":[195,200],"for":[196,225,238],"classification.":[197],"trained":[199],"was":[201],"evaluated":[202],"five":[204],"datasets,":[206],"demonstrating":[207],"that":[208],"generally":[211],"outperforms":[212],"existing":[213],"methods":[214],"terms":[216],"detection":[218],"accuracy.":[219],"It":[220],"provides":[221],"robust":[223],"solution":[224],"verifying":[226],"authenticity,":[228],"even":[229],"under":[230],"various":[231],"additional":[232],"attack":[233],"scenarios,":[234],"shows":[236],"potential":[237],"generalization.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
