{"id":"https://openalex.org/W4401508999","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615516","title":"Secure Integration of Internet of Things with Cloud Computing Using Optimized Feature Selection and Convolutional Neural Network","display_name":"Secure Integration of Internet of Things with Cloud Computing Using Optimized Feature Selection and Convolutional Neural Network","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4401508999","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615516"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops59551.2024.10615516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops59551.2024.10615516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-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/A5042846465","display_name":"Akshat Gaurav","orcid":"https://orcid.org/0000-0002-5796-9424"},"institutions":[{"id":"https://openalex.org/I4210147267","display_name":"Ronin Institute","ror":"https://ror.org/04awze035","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210147267"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Akshat Gaurav","raw_affiliation_strings":["Ronin Institute,Montclair,NJ,USA"],"affiliations":[{"raw_affiliation_string":"Ronin Institute,Montclair,NJ,USA","institution_ids":["https://openalex.org/I4210147267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071261948","display_name":"Brij B. Gupta","orcid":"https://orcid.org/0000-0003-4929-4698"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Brij B. Gupta","raw_affiliation_strings":["Asia University,Department of Computer Science and Information Engineering,Taiwan"],"affiliations":[{"raw_affiliation_string":"Asia University,Department of Computer Science and Information Engineering,Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086102702","display_name":"Kwok Tai Chui","orcid":"https://orcid.org/0000-0001-7992-9901"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kwok Tai Chui","raw_affiliation_strings":["Hong Kong Metropolitan University (HKMU)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Metropolitan University (HKMU)","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086803967","display_name":"Varsha Arya","orcid":"https://orcid.org/0000-0001-7549-4429"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Varsha Arya","raw_affiliation_strings":["Asia University,Taichung,Taiwan"],"affiliations":[{"raw_affiliation_string":"Asia University,Taichung,Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029265765","display_name":"Jinsong Wu","orcid":"https://orcid.org/0000-0003-4720-5946"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jinsong Wu","raw_affiliation_strings":["Universidad de Chile,Chile"],"affiliations":[{"raw_affiliation_string":"Universidad de Chile,Chile","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5042846465"],"corresponding_institution_ids":["https://openalex.org/I4210147267"],"apc_list":null,"apc_paid":null,"fwci":1.6284,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87142704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"535","last_page":"540"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.7904000282287598,"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"}},"topics":[{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.7904000282287598,"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.676800012588501,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.6450999975204468,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8463406562805176},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8345834016799927},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.764995813369751},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.615208625793457},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5569010972976685},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5568095445632935},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5549213290214539},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46723562479019165},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4507642686367035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43967312574386597},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3676721751689911},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3170590102672577},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16130965948104858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8463406562805176},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8345834016799927},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.764995813369751},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.615208625793457},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5569010972976685},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5568095445632935},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5549213290214539},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46723562479019165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4507642686367035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43967312574386597},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3676721751689911},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3170590102672577},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16130965948104858},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops59551.2024.10615516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops59551.2024.10615516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2613703610","https://openalex.org/W2891171053","https://openalex.org/W2891787071","https://openalex.org/W2945487542","https://openalex.org/W2964063558","https://openalex.org/W2980821238","https://openalex.org/W2990464212","https://openalex.org/W2998964460","https://openalex.org/W3017752721","https://openalex.org/W3026935637","https://openalex.org/W3034273612","https://openalex.org/W3047314667","https://openalex.org/W3101557870","https://openalex.org/W3112343206","https://openalex.org/W3159885303","https://openalex.org/W3164987805","https://openalex.org/W3197153805","https://openalex.org/W3202989792","https://openalex.org/W4200424975","https://openalex.org/W4210779822","https://openalex.org/W4212862670","https://openalex.org/W4220680417","https://openalex.org/W4226290276","https://openalex.org/W4285232663","https://openalex.org/W4289865865","https://openalex.org/W4297063766","https://openalex.org/W4312316403","https://openalex.org/W4313326218"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4245926026","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,35,63,84,88,110,116,140],"robust":[4],"deep":[5],"learning":[6],"frame-work":[7],"designed":[8],"for":[9,143],"the":[10,58],"secure":[11],"integration":[12],"of":[13,15,113],"Internet":[14],"Things":[16],"(IoT)":[17],"with":[18,115],"cloud":[19],"computing,":[20],"aimed":[21],"at":[22],"enhancing":[23],"cyber":[24],"defense":[25],"mechanisms.":[26],"By":[27],"leveraging":[28],"an":[29],"optimized":[30],"feature":[31,69],"selection":[32],"approach":[33],"and":[34,83,101,123,134],"Convolutional":[36],"Neural":[37,99],"Network":[38],"(CNN),":[39],"our":[40,55,130],"model":[41,56,108],"effectively":[42],"filters":[43],"attack":[44],"traffic,":[45],"addressing":[46],"critical":[47],"security":[48],"challenges":[49],"in":[50],"IoT-cloud":[51],"systems.":[52],"We":[53],"validate":[54],"against":[57],"KDD":[59],"Cup":[60],"dataset,":[61],"employing":[62],"two-phase":[64],"process":[65],"that":[66],"initially":[67],"reduces":[68],"dimensions,":[70],"followed":[71],"by":[72],"malicious":[73],"traffic":[74],"identification.":[75],"Our":[76],"results,":[77],"demonstrated":[78],"through":[79],"accuracy,":[80],"loss":[81],"comparisons,":[82],"confusion":[85,117],"matrix,":[86],"indicate":[87],"notable":[89],"outperformance":[90],"over":[91],"traditional":[92],"models":[93],"such":[94],"as":[95,139],"Logistic":[96],"Regression,":[97],"Simple":[98],"Networks,":[100],"Support":[102],"Vector":[103],"Machines":[104],"(SVM).":[105],"The":[106,126],"proposed":[107],"achieves":[109],"classification":[111],"accuracy":[112],"97%,":[114],"matrix":[118],"analysis":[119],"reinforcing":[120],"its":[121,137],"precision":[122],"recall":[124],"strengths.":[125],"training":[127],"phase":[128],"shows":[129],"model's":[131],"rapid":[132],"convergence":[133],"stability,":[135],"confirming":[136],"potential":[138],"scalable":[141],"solution":[142],"advanced":[144],"cybersecurity":[145],"applications.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
