{"id":"https://openalex.org/W4391924090","doi":"https://doi.org/10.1109/ocit59427.2023.10430911","title":"Fortified Edge 3.0: A Lightweight Machine Learning based Approach for Security in Collaborative Edge Computing","display_name":"Fortified Edge 3.0: A Lightweight Machine Learning based Approach for Security in Collaborative Edge Computing","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391924090","doi":"https://doi.org/10.1109/ocit59427.2023.10430911"},"language":"en","primary_location":{"id":"doi:10.1109/ocit59427.2023.10430911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","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/A5027629934","display_name":"Seema G. Aarella","orcid":"https://orcid.org/0009-0006-8807-3352"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seema G. Aarella","raw_affiliation_strings":["University of North Texas,Department of Computer Science and Engineering,USA","Department of Computer Science and Engineering, University of North Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas,Department of Computer Science and Engineering,USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070359867","display_name":"Saraju P. Mohanty","orcid":"https://orcid.org/0000-0003-2959-6541"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saraju P. Mohanty","raw_affiliation_strings":["University of North Texas,Department of Computer Science and Engineering,USA","Department of Computer Science and Engineering, University of North Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas,Department of Computer Science and Engineering,USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062843590","display_name":"Elias Kougianos","orcid":"https://orcid.org/0000-0002-1616-7628"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elias Kougianos","raw_affiliation_strings":["University of North Texas,Department of Electrical Engineering,USA","Department of Electrical Engineering, University of North Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas,Department of Electrical Engineering,USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of North Texas, USA","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"450","last_page":"455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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/T10400","display_name":"Network Security and Intrusion Detection","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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.766212522983551},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7397497296333313},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7152845859527588},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4685213267803192},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3601696491241455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2966538667678833},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2591952085494995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766212522983551},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7397497296333313},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7152845859527588},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4685213267803192},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3601696491241455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2966538667678833},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2591952085494995}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit59427.2023.10430911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","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":22,"referenced_works":["https://openalex.org/W2786075294","https://openalex.org/W2889885925","https://openalex.org/W2951694401","https://openalex.org/W2974594474","https://openalex.org/W3015240948","https://openalex.org/W3017343056","https://openalex.org/W3041283756","https://openalex.org/W3048592926","https://openalex.org/W3085865982","https://openalex.org/W3112126031","https://openalex.org/W3122605355","https://openalex.org/W3137750955","https://openalex.org/W3176374364","https://openalex.org/W4250019824","https://openalex.org/W4296079341","https://openalex.org/W4307243920","https://openalex.org/W4318041103","https://openalex.org/W4318969782","https://openalex.org/W4378800903","https://openalex.org/W4386213671","https://openalex.org/W4386492830","https://openalex.org/W6840176761"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W3111395152","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Machine":[0,20],"Learning":[1],"(ML)":[2],"at":[3,31,66,99,103],"the":[4,7,32,48,60,67,70,82,100,104,127,134,138,160,167],"edge":[5,40,123],"has":[6],"advantages":[8],"of":[9,76],"lower":[10],"costs,":[11],"reduced":[12],"bandwidth":[13],"needs,":[14],"easy":[15],"access,":[16],"and":[17,54,87,119,159,172],"high":[18],"security.":[19],"Learning-based":[21],"security":[22,30,65,98,109,117,135],"protocols":[23],"are":[24,45],"hence":[25],"suitable":[26,63],"for":[27,64,96,152,170],"providing":[28,97],"added":[29],"edge,":[33,68],"especially":[34],"in":[35,132],"distributed":[36],"environments":[37],"like":[38,111],"collaborative":[39],"computing":[41],"(CEC).":[42],"Security":[43],"models":[44],"developed":[46],"using":[47],"different":[49],"ML":[50,61,72,85,102,161],"methods,":[51],"supervised,":[52],"unsupervised,":[53],"reinforced":[55],"learning.":[56],"This":[57],"research":[58,78],"explores":[59],"methods":[62,86],"particularly":[69],"supervised":[71,84],"methods.":[73],"The":[74,122],"purpose":[75],"this":[77],"is":[79,126,137,150,163],"to":[80,91,165],"test":[81],"various":[83],"compare":[88],"their":[89],"metrics":[90],"propose":[92],"an":[93],"efficient":[94],"method":[95],"edge.":[101],"Edge":[105,128],"can":[106],"help":[107],"tackle":[108],"challenges":[110],"external":[112],"attacks,":[113],"anomaly":[114,173],"detection,":[115],"data":[116],"privacy,":[118],"trust":[120],"management.":[121],"environment":[124],"considered":[125],"Data":[129],"Centers":[130],"(EDCs)":[131],"CEC,":[133],"feature":[136],"Physical":[139],"Unclonable":[140],"Function":[141],"Certificate":[142],"Authority":[143],"(PUF":[144],"CA)":[145],"based":[146],"authentication":[147,168],"system,":[148],"which":[149],"designed":[151],"authenticating":[153],"EDCs":[154],"during":[155],"dynamic":[156],"load":[157],"balancing":[158],"model":[162],"used":[164],"monitor":[166],"process":[169],"intrusion":[171],"detection.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}