{"id":"https://openalex.org/W4401567694","doi":"https://doi.org/10.1109/tce.2024.3442015","title":"An Innovative Secure and Privacy-Preserving Federated Learning-Based Hybrid Deep Learning Model for Intrusion Detection in Internet-Enabled Wireless Sensor Networks","display_name":"An Innovative Secure and Privacy-Preserving Federated Learning-Based Hybrid Deep Learning Model for Intrusion Detection in Internet-Enabled Wireless Sensor Networks","publication_year":2024,"publication_date":"2024-08-14","ids":{"openalex":"https://openalex.org/W4401567694","doi":"https://doi.org/10.1109/tce.2024.3442015"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3442015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3442015","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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/A5076184581","display_name":"Soumya Ranjan Jena","orcid":"https://orcid.org/0000-0003-1099-5649"},"institutions":[{"id":"https://openalex.org/I2800157045","display_name":"NIMS University","ror":"https://ror.org/05tw0x522","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800157045"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Soumya Ranjan Jeyakumar","raw_affiliation_strings":["School of Computing and Artificial Intelligence, NIMS University, Jaipur, India","School of Computing and Artificial Intelligence, NIMS University, Jaipur, Rajasthan, India"],"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, NIMS University, Jaipur, India","institution_ids":["https://openalex.org/I2800157045"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, NIMS University, Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I2800157045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112226037","display_name":"Mohammad Zia Ur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Zia Ur Rahman","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India","Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur Dist, A.P., India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India","institution_ids":["https://openalex.org/I875944469"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur Dist, A.P., India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Deepak K. Sinha","orcid":"https://orcid.org/0000-0003-0317-8624"},"institutions":[{"id":"https://openalex.org/I106826634","display_name":"Jain University","ror":"https://ror.org/01cnqpt53","country_code":"IN","type":"education","lineage":["https://openalex.org/I106826634"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak K. Sinha","raw_affiliation_strings":["School of Computer Science and Engineering, Jain (Deemed-to-be) University, Bengaluru, India","School of Computer Science and Engineering, Jain ( Deemed-to-be) University, Bengaluru"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Jain (Deemed-to-be) University, Bengaluru, India","institution_ids":["https://openalex.org/I106826634"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Jain ( Deemed-to-be) University, Bengaluru","institution_ids":["https://openalex.org/I106826634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048520538","display_name":"Pankaj Kumar","orcid":"https://orcid.org/0000-0003-4999-7780"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Rajendra Kumar","raw_affiliation_strings":["Department of Computer Science, NRI Institute of Technology, Agiripalli, India","NRI Institute of Technology, Agiripalli, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, NRI Institute of Technology, Agiripalli, India","institution_ids":["https://openalex.org/I164861460"]},{"raw_affiliation_string":"NRI Institute of Technology, Agiripalli, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058856424","display_name":"Vrince Vimal","orcid":"https://orcid.org/0000-0001-8411-9233"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vrince Vimal","raw_affiliation_strings":["Department of Computer Science and Engineering, Graphic Era Hill University, Dehradun, India","Computer Science and Engineering, Graphic Era Hill University, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graphic Era Hill University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Computer Science and Engineering, Graphic Era Hill University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003704293","display_name":"Kamred Udham Singh","orcid":"https://orcid.org/0000-0002-7201-6381"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamred Udham Singh","raw_affiliation_strings":["School of Computing, Graphic Era Hill University, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"School of Computing, Graphic Era Hill University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055723770","display_name":"Thalakola Syamsundararao","orcid":"https://orcid.org/0000-0002-6837-4231"},"institutions":[{"id":"https://openalex.org/I4210133257","display_name":"KPR Institute of Engineering and Technology","ror":"https://ror.org/02q9f3a53","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Thalakola Syamsundararao","raw_affiliation_strings":["Department of CSE-Data Science, KKR &#x0026; KSR Institute of Technology and Sciences, Guntur, India","Department of CSE-Data Science, KKR and KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE-Data Science, KKR &#x0026; KSR Institute of Technology and Sciences, Guntur, India","institution_ids":["https://openalex.org/I4210133257"]},{"raw_affiliation_string":"Department of CSE-Data Science, KKR and KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071933460","display_name":"J.N.V.R. Swarup Kumar","orcid":"https://orcid.org/0000-0003-2897-2402"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. N. V. R. Swarup Kumar","raw_affiliation_strings":["Department of CSE, GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, India","Department of CSE GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, India","institution_ids":["https://openalex.org/I885392262"]},{"raw_affiliation_string":"Department of CSE GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112891086","display_name":"J. Balajee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162832","display_name":"Institute of Child and Mother Health","ror":"https://ror.org/05dm6kv37","country_code":"BD","type":"healthcare","lineage":["https://openalex.org/I4210162832"]},{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["BD","IN"],"is_corresponding":false,"raw_author_name":"J. Balajee","raw_affiliation_strings":["Department of Computer Science and Engineering, Mother Theresa Institute of Engineering and Technology, Palamaner, India","Department of CSE GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Mother Theresa Institute of Engineering and Technology, Palamaner, India","institution_ids":["https://openalex.org/I4210162832"]},{"raw_affiliation_string":"Department of CSE GITAM School of Technology, GITAM (Deemed to be University), Visakhapatnam, India","institution_ids":["https://openalex.org/I885392262"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5076184581"],"corresponding_institution_ids":["https://openalex.org/I2800157045"],"apc_list":null,"apc_paid":null,"fwci":3.0653,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91971263,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"71","issue":"1","first_page":"273","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9085999727249146,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9085999727249146,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9081000089645386,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5992813110351562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5767382383346558},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5605392456054688},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5577074289321899},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4818776547908783},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4753301441669464},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4528362452983856},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44334906339645386},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39537400007247925},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30295610427856445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29934459924697876},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16982293128967285}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5992813110351562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767382383346558},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5605392456054688},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5577074289321899},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4818776547908783},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4753301441669464},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4528362452983856},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44334906339645386},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39537400007247925},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30295610427856445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29934459924697876},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16982293128967285}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3442015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3442015","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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/W2027597966","https://openalex.org/W2153791732","https://openalex.org/W2750444890","https://openalex.org/W2752006512","https://openalex.org/W2945280224","https://openalex.org/W2970705010","https://openalex.org/W3006403513","https://openalex.org/W3163895120","https://openalex.org/W4220776964","https://openalex.org/W4226376129","https://openalex.org/W4284958028","https://openalex.org/W4292693923","https://openalex.org/W4293732116","https://openalex.org/W4306755957","https://openalex.org/W4308415781","https://openalex.org/W4311988202","https://openalex.org/W4312204604","https://openalex.org/W4313531256","https://openalex.org/W4316664256","https://openalex.org/W4322102355","https://openalex.org/W4377107507","https://openalex.org/W4378628008","https://openalex.org/W4382865033","https://openalex.org/W4387067995","https://openalex.org/W4388505123","https://openalex.org/W4388937873","https://openalex.org/W4391467985","https://openalex.org/W4399849582"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2611989081","https://openalex.org/W2361044160"],"abstract_inverted_index":{"Cyberspace":[0],"faces":[1],"numerous":[2],"security":[3,159],"challenges,":[4],"necessitating":[5],"advanced":[6,164],"research":[7,152],"in":[8,43,135,145,161],"intrusion":[9,84],"detection":[10,85,108],"systems":[11],"(IDS)":[12],"to":[13,21,82],"mitigate":[14],"vulnerabilities.":[15],"Wireless":[16],"Sensor":[17],"Networks":[18,55],"(WSNs)":[19],"connected":[20],"the":[22,64,139,142],"Internet":[23],"are":[24],"particularly":[25],"vulnerable,":[26],"requiring":[27],"robust":[28],"protection":[29],"mechanisms.":[30],"Traditional":[31],"IDS":[32,147],"struggle":[33],"with":[34,114],"identifying":[35],"unknown":[36],"attacks":[37],"and":[38,63,104,109,115,120,129,167],"maintaining":[39],"data":[40,89],"privacy,":[41],"especially":[42],"WSNs.":[44,150],"This":[45,151],"study":[46],"proposes":[47],"a":[48,71,154],"novel":[49],"approach":[50,144],"integrating":[51],"Stacked":[52],"Convolutional":[53],"Neural":[54],"(SCNN),":[56],"Bidirectional":[57],"Long":[58],"Short":[59],"Term":[60],"Memory":[61],"(Bi-LSTM),":[62],"African":[65],"Vulture":[66],"Optimization":[67],"Algorithm":[68],"(AVOA)":[69],"within":[70],"framework":[72,156],"of":[73,141],"Federated":[74],"Learning":[75],"(FL).":[76],"The":[77],"integrated":[78],"model,":[79],"SCNN-Bi-LSTM-AVOA-FL,":[80],"aims":[81],"enhance":[83],"efficacy":[86,140],"while":[87],"preserving":[88],"privacy.":[90],"A":[91],"tailored":[92],"AVOA":[93],"optimization":[94,168],"method":[95],"fine-tunes":[96],"SCNN-Bi-LSTM":[97],"hyperparameters,":[98],"leveraging":[99],"specialized":[100],"datasets":[101],"(WSN-DS,":[102],"CIC-IDS-2017,":[103],"WSN-BFSF)":[105],"for":[106,149,157],"attack":[107],"categorization.":[110],"Evaluations":[111],"compare":[112],"variants":[113],"without":[116],"FL":[117],"techniques":[118],"(proposed-1":[119],"proposed-2)":[121],"across":[122],"metrics":[123],"such":[124],"as":[125],"accuracy,":[126],"precision,":[127],"recall,":[128],"F1-Score.":[130],"Results":[131],"demonstrate":[132],"significant":[133],"improvements":[134],"prediction":[136],"performance,":[137],"validating":[138],"proposed":[143],"enhancing":[146],"capabilities":[148],"contributes":[153],"comprehensive":[155],"addressing":[158],"challenges":[160],"WSNs":[162],"through":[163],"machine":[165],"learning":[166],"techniques.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-04-16T15:07:20.185449","created_date":"2024-08-15T00:00:00"}
