{"id":"https://openalex.org/W4388720354","doi":"https://doi.org/10.1109/gcce59613.2023.10315663","title":"A DDoS Attack Detection System for Industry 5.0 using Digital Twins and Machine Learning","display_name":"A DDoS Attack Detection System for Industry 5.0 using Digital Twins and Machine Learning","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388720354","doi":"https://doi.org/10.1109/gcce59613.2023.10315663"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315663","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce59613.2023.10315663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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/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":false,"raw_author_name":"Akshat Gaurav","raw_affiliation_strings":["Ronin Institute,Montclair,NJ,USA","Ronin Institute, Montclair, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ronin Institute,Montclair,NJ,USA","institution_ids":["https://openalex.org/I4210147267"]},{"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"]},{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB","TW"],"is_corresponding":false,"raw_author_name":"Brij B. Gupta","raw_affiliation_strings":["Asia University,International Center for AI and Cyber Security Research and Innovations (CCRI),Department of Computer Science and Information Engineering,Taichung,Taiwan,413","Lebanese American University, Beirut, Lebanon","Department of Computer Science and Information Engineering, International Center for AI and Cyber Security Research and Innovations (CCRI), Asia University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia University,International Center for AI and Cyber Security Research and Innovations (CCRI),Department of Computer Science and Information Engineering,Taichung,Taiwan,413","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, International Center for AI and Cyber Security Research and Innovations (CCRI), Asia University, Taichung, 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)"],"raw_orcid":null,"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","Asia University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia University,Taichung,Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069108646","display_name":"Elhadj Benkhelifa","orcid":"https://orcid.org/0000-0001-6168-2664"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elhadj Benkhelifa","raw_affiliation_strings":["Staffordshire University,UK","Staffordshire University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Staffordshire University,UK","institution_ids":["https://openalex.org/I198012923"]},{"raw_affiliation_string":"Staffordshire University, UK","institution_ids":["https://openalex.org/I198012923"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1019","last_page":"1022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9907000064849854,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.850180983543396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7566341161727905},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.636808454990387},{"id":"https://openalex.org/keywords/trinoo","display_name":"Trinoo","score":0.6192378997802734},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5481683015823364},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5177451968193054},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4321151077747345},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42006468772888184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4005865454673767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3295685052871704},{"id":"https://openalex.org/keywords/application-layer-ddos-attack","display_name":"Application layer DDoS attack","score":0.30867213010787964},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.30775710940361023},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1809408962726593},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10440418124198914}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.850180983543396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7566341161727905},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.636808454990387},{"id":"https://openalex.org/C43639116","wikidata":"https://www.wikidata.org/wiki/Q7843050","display_name":"Trinoo","level":5,"score":0.6192378997802734},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5481683015823364},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5177451968193054},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4321151077747345},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42006468772888184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4005865454673767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3295685052871704},{"id":"https://openalex.org/C120865594","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Application layer DDoS attack","level":4,"score":0.30867213010787964},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.30775710940361023},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1809408962726593},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10440418124198914}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315663","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce59613.2023.10315663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2065462850","https://openalex.org/W2229135539","https://openalex.org/W2606775912","https://openalex.org/W3158143049","https://openalex.org/W4206375275","https://openalex.org/W4212941177","https://openalex.org/W4213101073","https://openalex.org/W4213162268","https://openalex.org/W4221137633","https://openalex.org/W4226137327","https://openalex.org/W4292133342","https://openalex.org/W4295190147","https://openalex.org/W4297014867","https://openalex.org/W4297063766","https://openalex.org/W4308000139","https://openalex.org/W4313017920","https://openalex.org/W4321192275","https://openalex.org/W4321440000","https://openalex.org/W4367591231"],"related_works":["https://openalex.org/W2783466926","https://openalex.org/W4286539397","https://openalex.org/W1968168724","https://openalex.org/W2204131204","https://openalex.org/W4322008378","https://openalex.org/W2383770723","https://openalex.org/W2754163055","https://openalex.org/W2186749541","https://openalex.org/W2360429410","https://openalex.org/W4256682929"],"abstract_inverted_index":{"Industry":[0,63,84],"5.0":[1,64,85],"is":[2,57],"a":[3,77],"new":[4],"paradigm":[5],"that":[6,87],"seeks":[7],"to":[8,65,107,118,137],"improve":[9],"production":[10,110],"via":[11],"the":[12,18,41,60,83,103,109,120,131,148],"use":[13,89,101,143],"of":[14,20,28,48,62,90,102,105,130],"cutting-edge":[15],"technologies":[16],"like":[17,147],"Internet":[19],"Things":[21],"(IoT)":[22],"and":[23,39,94,123],"cloud":[24],"computing.":[25],"Distributed":[26],"denial":[27],"service":[29],"(DDoS)":[30],"assaults,":[31,141],"for":[32,82],"example,":[33],"may":[34],"severely":[35],"harm":[36],"industrial":[37],"processes":[38],"disrupt":[40],"whole":[42],"supply":[43],"chain,":[44],"but":[45],"this":[46,73],"integration":[47],"technology":[49],"also":[50],"presents":[51],"significant":[52],"security":[53],"issues.":[54],"Therefore,":[55],"it":[56],"crucial":[58],"in":[59,135],"age":[61],"create":[66],"reliable":[67],"DDoS":[68,78,140],"attack":[69,79],"detection":[70,80],"systems.":[71],"In":[72],"research,":[74],"we":[75,142],"offer":[76],"system":[81],"environment":[86],"makes":[88],"Digital":[91],"Twins":[92],"(DTs)":[93],"Machine":[95],"Learning":[96],"(ML).":[97],"Our":[98],"method":[99],"takes":[100],"strengths":[104],"DTs":[106],"model":[108],"flow":[111],"virtually,":[112],"which":[113],"can":[114],"then":[115],"be":[116],"used":[117],"track":[119],"system\u2019s":[121],"behaviour":[122],"spot":[124,138],"any":[125],"hiccups.":[126],"For":[127],"further":[128],"analysis":[129],"DTs\u2019":[132],"output":[133],"data":[134],"order":[136],"possible":[139],"explicable":[144],"ML":[145],"algorithms":[146],"decision":[149],"tree":[150],"classifier.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
