{"id":"https://openalex.org/W4416250934","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228085","title":"CAMFeND: Credibility-Aware Multimodal Fake News Detection with Rotational Attention","display_name":"CAMFeND: Credibility-Aware Multimodal Fake News Detection with Rotational Attention","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416250934","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228085"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5022990008","display_name":"Nidhi Gupta","orcid":"https://orcid.org/0000-0002-5132-4481"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nidhi Gupta","raw_affiliation_strings":["University of Arkansas,Electrical Engineering &#x0026; Computer Science,Fayetteville,AR,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arkansas,Electrical Engineering &#x0026; Computer Science,Fayetteville,AR,USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100670298","display_name":"Qinghua Li","orcid":"https://orcid.org/0000-0001-5291-1445"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qinghua Li","raw_affiliation_strings":["University of Arkansas,Electrical Engineering &#x0026; Computer Science,Fayetteville,AR,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arkansas,Electrical Engineering &#x0026; Computer Science,Fayetteville,AR,USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035359666","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-8859-5453"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["University of Arkansas,Electrical Engineering &#x0026; Computer Science,Fayetteville,AR,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arkansas,Electrical Engineering &#x0026; Computer Science,Fayetteville,AR,USA","institution_ids":["https://openalex.org/I78715868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78715868"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9943000078201294,"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"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9943000078201294,"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/T11644","display_name":"Spam and Phishing Detection","score":0.0010000000474974513,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6521000266075134},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.5950999855995178},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5903000235557556},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5735999941825867},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.462799996137619},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4284999966621399},{"id":"https://openalex.org/keywords/public-domain","display_name":"Public domain","score":0.3903000056743622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7321000099182129},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6521000266075134},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.5950999855995178},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5903000235557556},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5735999941825867},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5120000243186951},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.462799996137619},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4284999966621399},{"id":"https://openalex.org/C512654426","wikidata":"https://www.wikidata.org/wiki/Q19652","display_name":"Public domain","level":2,"score":0.3903000056743622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3278000056743622},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.3206999897956848},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3107999861240387},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3082999885082245},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C529147693","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"News media","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.27790001034736633},{"id":"https://openalex.org/C167752473","wikidata":"https://www.wikidata.org/wiki/Q1191964","display_name":"News values","level":3,"score":0.26820001006126404},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.26339998841285706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1546111015","https://openalex.org/W1975594555","https://openalex.org/W1996665163","https://openalex.org/W2032897813","https://openalex.org/W2051405935","https://openalex.org/W2084591134","https://openalex.org/W2737907513","https://openalex.org/W2741930413","https://openalex.org/W2766462585","https://openalex.org/W2788235048","https://openalex.org/W2809476703","https://openalex.org/W2912305564","https://openalex.org/W2949676527","https://openalex.org/W2977526300","https://openalex.org/W2994071599","https://openalex.org/W2997128522","https://openalex.org/W3003961771","https://openalex.org/W3007083472","https://openalex.org/W3012655778","https://openalex.org/W3022924198","https://openalex.org/W3032990727","https://openalex.org/W3037666784","https://openalex.org/W3106237638","https://openalex.org/W3164693331","https://openalex.org/W3164782458","https://openalex.org/W3176713826","https://openalex.org/W3184743809","https://openalex.org/W3185106195","https://openalex.org/W3200466594","https://openalex.org/W3206089854","https://openalex.org/W4224324956","https://openalex.org/W4229004535","https://openalex.org/W4239025696","https://openalex.org/W4285238584","https://openalex.org/W4308497888","https://openalex.org/W4309196749","https://openalex.org/W4309573027","https://openalex.org/W4382239959","https://openalex.org/W4385289230","https://openalex.org/W4386159799","https://openalex.org/W4388636364","https://openalex.org/W4390293729","https://openalex.org/W4391450293","https://openalex.org/W4392909594","https://openalex.org/W4393143824","https://openalex.org/W4393147144","https://openalex.org/W4394879874","https://openalex.org/W4399205791","https://openalex.org/W4403791383"],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,82,104,107,113],"evolving":[2],"digital":[3],"landscape,":[4],"fake":[5,140],"news":[6,32,47,77,87,114,141],"is":[7,115],"a":[8,36,51,135],"significant":[9],"challenge,":[10],"influencing":[11],"public":[12],"perception":[13],"and":[14,31,46,64,69,106,129,138],"decision-making.":[15],"Traditional":[16],"detection":[17,142],"approaches":[18],"focus":[19],"on":[20],"single-modal":[21],"data":[22],"or":[23],"simple":[24],"multimodal":[25,127],"fusion,":[26],"often":[27],"overlooking":[28],"deeper":[29],"interactions":[30],"credibility.":[33],"We":[34],"propose":[35],"novel":[37],"model":[38,118],"addressing":[39],"these":[40],"limitations":[41],"by":[42,85,123],"introducing":[43],"rotational":[44,58],"attention":[45,55,59],"domain":[48,78,130],"information":[49,79,131],"as":[50],"feature.":[52],"Unlike":[53],"static":[54],"mechanisms,":[56],"our":[57],"dynamically":[60],"shifts":[61],"query,":[62],"key,":[63],"value":[65],"roles":[66],"across":[67],"text":[68],"image":[70],"inputs,":[71],"enabling":[72],"richer":[73],"cross-modal":[74],"interaction.":[75],"Incorporating":[76],"further":[80],"enhances":[81],"model\u2019s":[83],"reliability":[84],"associating":[86],"posts":[88],"with":[89],"top":[90],"domains":[91],"extracted":[92],"from":[93],"Google":[94],"search":[95],"results,":[96],"reducing":[97],"false":[98],"detections.":[99],"This":[100],"approach":[101],"assesses":[102],"both":[103],"content":[105],"broader":[108],"web":[109],"context":[110],"in":[111,134],"which":[112],"discussed.":[116],"Our":[117],"outperforms":[119],"existing":[120],"state-of-the-art":[121],"methods":[122],"providing":[124],"deeper,":[125],"layered":[126],"integration":[128],"analysis,":[132],"resulting":[133],"more":[136],"robust":[137],"adaptive":[139],"system.":[143]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-14T00:00:00"}
