{"id":"https://openalex.org/W3200246030","doi":"https://doi.org/10.1109/mnet.211.2000526","title":"Security in IoT-Driven Mobile Edge Computing: New Paradigms, Challenges, and Opportunities","display_name":"Security in IoT-Driven Mobile Edge Computing: New Paradigms, Challenges, and Opportunities","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3200246030","doi":"https://doi.org/10.1109/mnet.211.2000526","mag":"3200246030"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.211.2000526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.211.2000526","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1224684","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005877741","display_name":"Sahil Garg","orcid":"https://orcid.org/0000-0003-0229-608X"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sahil Garg","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091365209","display_name":"Kuljeet Kaur","orcid":"https://orcid.org/0000-0003-4597-1700"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kuljeet Kaur","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032243366","display_name":"Georges Kaddoum","orcid":"https://orcid.org/0000-0002-5025-6624"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Georges Kaddoum","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025151824","display_name":"Prasad Garigipati","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Prasad Garigipati","raw_affiliation_strings":["Global AI Accelerator at Ericsson, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Global AI Accelerator at Ericsson, Montreal, Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036704324","display_name":"Gagangeet Singh Aujla","orcid":"https://orcid.org/0000-0002-2870-8938"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gagangeet Singh Aujla","raw_affiliation_strings":["Durham University, UK"],"affiliations":[{"raw_affiliation_string":"Durham University, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005877741"],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":null,"apc_paid":null,"fwci":6.2413,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.96620651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"35","issue":"5","first_page":"298","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9969000220298767,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7568265199661255},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.6429521441459656},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5482528805732727},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5122818350791931},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5013408660888672},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46627286076545715},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.45340412855148315},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.42202097177505493},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.37358319759368896},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.36955082416534424},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3200985789299011},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2663760781288147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7568265199661255},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.6429521441459656},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5482528805732727},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5122818350791931},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5013408660888672},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46627286076545715},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45340412855148315},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.42202097177505493},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.37358319759368896},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.36955082416534424},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3200985789299011},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2663760781288147}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/mnet.211.2000526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.211.2000526","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:34495","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/34495/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196258","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IEEE Network, 2021, Vol.35(5), pp.298-305 [Peer Reviewed Journal]","raw_type":"Article"},{"id":"pmh:oai:durham-repository.worktribe.com:1224684","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1224684","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},{"id":"pmh:oai:espace2.etsmtl.ca:23765","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/23765/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1224684","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1224684","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5908076636","display_name":null,"funder_award_id":"287201","funder_id":"https://openalex.org/F4320334841","funder_display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies"}],"funders":[{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2005500027","https://openalex.org/W2561715741","https://openalex.org/W2775595707","https://openalex.org/W2786075294","https://openalex.org/W2839188019","https://openalex.org/W2887443223","https://openalex.org/W2896880663","https://openalex.org/W2947400732","https://openalex.org/W2962804345","https://openalex.org/W2964061570","https://openalex.org/W2965894868","https://openalex.org/W2974175488","https://openalex.org/W2994053796","https://openalex.org/W6768587844"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W2968424451","https://openalex.org/W4221092438","https://openalex.org/W4385335479","https://openalex.org/W2905685817","https://openalex.org/W2730940305","https://openalex.org/W4207020266"],"abstract_inverted_index":{"With":[0],"the":[1,5,37,60,80,86,121,131,143,150,173,187,230,234,240,246,256,260],"exponential":[2],"growth":[3],"in":[4,10,102,111,155,175,197],"number":[6],"of":[7,49,105,117,137,157,177,189,259],"connected":[8],"devices,":[9,63],"recent":[11],"years":[12],"there":[13],"has":[14,100],"been":[15],"a":[16,24,207,220],"paradigm":[17],"shift":[18],"toward":[19],"mobile":[20,30,62],"edge":[21,26,170,200],"computing.":[22],"As":[23],"promising":[25],"technology,":[27],"it":[28,54,108],"pushes":[29],"computing,":[31],"network":[32,38],"control,":[33],"and":[34,66,73,95,160,182,214,237],"storage":[35],"to":[36,42,46,79,218,228,244],"edges":[39],"so":[40],"as":[41],"provide":[43,206],"better":[44],"support":[45],"computation-intensive":[47],"Internet":[48],"Things":[50],"(IoT)":[51],"applications.":[52,139],"Although":[53],"enables":[55],"offloading":[56],"latency-sensitive":[57],"applications":[58,124],"at":[59,130],"resource-limited":[61],"decentralized":[64],"architectures":[65],"diversified":[67],"deployment":[68],"environments":[69],"bring":[70],"new":[71],"security":[72,116],"privacy":[74],"challenges.":[75],"This":[76],"is":[77],"due":[78],"fact":[81],"that,":[82],"with":[83],"wireless":[84],"communications,":[85],"medium":[87],"can":[88,194],"be":[89],"accessed":[90],"by":[91],"both":[92],"legitimate":[93],"users":[94],"adversaries.":[96],"Though":[97],"cloud":[98],"computing":[99],"helped":[101],"substantial":[103],"transformation":[104],"global":[106],"business,":[107],"falls":[109],"short":[110,154],"provisioning":[112],"distributed":[113],"services,":[114],"namely,":[115],"IoT":[118,123,138],"systems.":[119],"Thus,":[120,172],"ever-evolving":[122],"require":[125],"robust":[126],"cyber-security":[127],"measures":[128],"particularly":[129],"network's":[132],"edge,":[133],"for":[134,163,248],"widespread":[135],"adoption":[136],"In":[140],"this":[141],"vein,":[142],"classic":[144],"machine":[145],"learning":[146,184,213,216,242],"models":[147,192],"devised":[148],"during":[149],"last":[151],"decade,":[152],"fall":[153],"terms":[156],"low":[158],"accuracy":[159],"reduced":[161],"scalability":[162],"real-time":[164],"attack":[165,251],"detection":[166],"across":[167],"widely":[168],"dispersed":[169],"nodes.":[171],"advances":[174],"areas":[176],"deep":[178,212],"learning,":[179,181],"federated":[180],"transfer":[183,215,241],"could":[185],"mark":[186],"evolution":[188],"more":[190],"sophisticated":[191],"that":[193,210],"detect":[195],"cyberattacks":[196],"heterogeneous":[198],"IoT-driven":[199],"networks":[201],"without":[202],"human":[203],"intervention.":[204],"We":[205],"SecEdge-Learn":[208],"Architecture":[209],"uses":[211],"approaches":[217],"provided":[219],"secure":[221],"MEC":[222,235,261],"environment.":[223,262],"Moreover,":[224],"we":[225,254],"utilized":[226],"blockchain":[227],"store":[229],"knowledge":[231,247],"gained":[232],"from":[233],"clusters":[236],"thereby":[238],"realizing":[239],"approach":[243],"utilize":[245],"handling":[249],"different":[250],"scenarios.":[252],"Finally,":[253],"discuss":[255],"industry":[257],"relevance":[258]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
