{"id":"https://openalex.org/W7204262889","doi":"https://doi.org/10.1109/ficloud70576.2026.00046","title":"Fauxshield: An Explainable Deepfake Detection and Awareness Platform Using Hybrid Deep Learning","display_name":"Fauxshield: An Explainable Deepfake Detection and Awareness Platform Using Hybrid Deep Learning","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7204262889","doi":"https://doi.org/10.1109/ficloud70576.2026.00046"},"language":"en","primary_location":{"id":"doi:10.1109/ficloud70576.2026.00046","doi":"https://doi.org/10.1109/ficloud70576.2026.00046","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ficloud70576.2026.00046","pdf_url":null,"source":{"id":"https://openalex.org/S7407086618","display_name":"International Conference on Future Internet of Things and Cloud (FiCloud)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 13th International Conference on Future Internet of Things and Cloud (FiCloud)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W7204262889"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/ficloud70576.2026.00046","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106712665","display_name":"Qasim Abbas","orcid":"https://orcid.org/0009-0008-3034-2825","observed_orcids":["https://orcid.org/0009-0008-3034-2825"]},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qasim Abbas","raw_affiliation_strings":["University of Westminster"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Westminster","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066669590","display_name":"Nida Mohsin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nida Mohsin","raw_affiliation_strings":["University of Management and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Management and Technology","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044758372","display_name":"Mohammad Shah","orcid":"https://orcid.org/0000-0002-6124-272X","observed_orcids":["https://orcid.org/0000-0002-6124-272X"]},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Shah","raw_affiliation_strings":["University of Westminster"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Westminster","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148262562","display_name":"Muhammad Awais Ali","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Awais Ali","raw_affiliation_strings":["University of Management and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Management and Technology","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148379442","display_name":"Ayesha Yousaf","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ayesha Yousaf","raw_affiliation_strings":["University of Management and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Management and Technology","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148351589","display_name":"Farhad Ali Farhat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farhad Ali Farhat","raw_affiliation_strings":["University of Management and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Management and Technology","institution_ids":["https://openalex.org/I87482320"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/deepfake-detection","display_name":"deepfake detection","score":1.0},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.9290000200271606},{"id":"https://openalex.org/keywords/lime","display_name":"lime","score":0.9670000076293945},{"id":"https://openalex.org/keywords/xception","display_name":"Xception","score":0.625},{"id":"https://openalex.org/keywords/cnn-rnn","display_name":"CNN-RNN","score":0.8429999947547913},{"id":"https://openalex.org/keywords/video-forgery-detection","display_name":"video forgery detection","score":0.6119999885559082},{"id":"https://openalex.org/keywords/image-forgery-detection","display_name":"image forgery detection","score":0.8849999904632568},{"id":"https://openalex.org/keywords/misinformation","display_name":"misinformation","score":0.8399999737739563},{"id":"https://openalex.org/keywords/black-box-problem","display_name":"black box problem","score":0.6850000023841858},{"id":"https://openalex.org/keywords/multilingual-support","display_name":"multilingual support","score":0.421999990940094}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7520999908447266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6536999940872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6376000046730042},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3310999870300293},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.296999990940094},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.22529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ficloud70576.2026.00046","doi":"https://doi.org/10.1109/ficloud70576.2026.00046","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ficloud70576.2026.00046","pdf_url":null,"source":{"id":"https://openalex.org/S7407086618","display_name":"International Conference on Future Internet of Things and Cloud (FiCloud)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 13th International Conference on Future Internet of Things and Cloud (FiCloud)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/ficloud70576.2026.00046","doi":"https://doi.org/10.1109/ficloud70576.2026.00046","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ficloud70576.2026.00046","pdf_url":null,"source":{"id":"https://openalex.org/S7407086618","display_name":"International Conference on Future Internet of Things and Cloud (FiCloud)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 13th International Conference on Future Internet of Things and Cloud (FiCloud)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2341528187","https://openalex.org/W2912336782","https://openalex.org/W3034713808","https://openalex.org/W4403421836","https://openalex.org/W4408901929","https://openalex.org/W4413144523","https://openalex.org/W4415538301"],"related_works":["https://openalex.org/W7160237632","https://openalex.org/W7154824426","https://openalex.org/W7154468815","https://openalex.org/W7152383906","https://openalex.org/W7220834840","https://openalex.org/W7159843855","https://openalex.org/W7169592151","https://openalex.org/W7165624502","https://openalex.org/W7167602526","https://openalex.org/W7125520750"],"abstract_inverted_index":{"Deepfake":[0],"technology":[1],"is":[2,60,80,101,112,121,129],"a":[3],"risk":[4],"for":[5,88,99,110],"misinformation,":[6],"privacy":[7],"and":[8,17,25,65,93,139,166],"security.":[9],"The":[10,32,78,96,107,118],"platform":[11,59],"we":[12,147,159],"propose":[13],"uses":[14],"Deep":[15],"Learning":[16],"Explainable":[18],"AI":[19,38],"to":[20,35,44,53,75,81,86,103,114,123,161],"find":[21],"deepfakes":[22,138,165],"in":[23,154],"images":[24,100],"videos.":[26],"It":[27,49,67,134],"has":[28,68],"an":[29,69],"user-friendly":[30],"design.":[31],"system":[33],"tries":[34],"solve":[36],"the":[37],"\u201cblack-box\u201d":[39],"problem":[40],"by":[41],"using":[42],"LIME":[43],"explain":[45],"how":[46,146],"it":[47],"works.":[48],"also":[50],"includes":[51],"resources":[52],"help":[54,162],"people":[55,163],"understand":[56,137],"more.":[57],"Our":[58,126],"built":[61],"with":[62],"PHP":[63],"Laravel":[64],"TensorFlow.":[66],"API":[70],"that":[71],"allows":[72],"other":[73],"applications":[74],"use":[76,87],"it.":[77],"goal":[79],"make":[82,148],"deepfake":[83],"analysis":[84],"easy":[85],"everyone:":[89],"journalists,":[90],"researchers":[91],"organizations":[92],"regular":[94],"people.":[95],"Xception":[97],"model":[98,109],"expected":[102,113,122],"be":[104,115,124],"92%":[105],"accurate.":[106,117],"CNN+RNN":[108],"videos":[111],"85%":[116],"overall":[119],"accuracy":[120],"88%.":[125],"platform,":[127],"FauxShield":[128],"different,":[130],"from":[131],"detection":[132],"systems.":[133],"helps":[135],"users":[136],"their":[140],"impact.":[141],"We":[142,151],"provide":[143],"explanations":[144],"of":[145],"our":[149],"decisions.":[150],"offer":[152],"support":[153],"many":[155],"languages.":[156],"This":[157],"way":[158],"want":[160],"identify":[164],"know":[167],"what":[168],"they":[169],"mean.":[170]},"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2026-08-27T00:00:00"}