{"id":"https://openalex.org/W4400351812","doi":"https://doi.org/10.1109/smartnets61466.2024.10577682","title":"Lightweight Intrusion Detection System with GAN-Based Knowledge Distillation","display_name":"Lightweight Intrusion Detection System with GAN-Based Knowledge Distillation","publication_year":2024,"publication_date":"2024-05-28","ids":{"openalex":"https://openalex.org/W4400351812","doi":"https://doi.org/10.1109/smartnets61466.2024.10577682"},"language":"en","primary_location":{"id":"doi:10.1109/smartnets61466.2024.10577682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartnets61466.2024.10577682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Smart Applications, Communications and Networking (SmartNets)","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/A5103067352","display_name":"Tarek Ali","orcid":"https://orcid.org/0000-0002-8380-1625"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tarek Ali","raw_affiliation_strings":["Manchester Metropolitan University,Department of Computing and Mathematics,Manchester,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University,Department of Computing and Mathematics,Manchester,United Kingdom","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040655055","display_name":"Amna Eleyan","orcid":"https://orcid.org/0000-0002-2025-3027"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amna Eleyan","raw_affiliation_strings":["Manchester Metropolitan University,Department of Computing and Mathematics,Manchester,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University,Department of Computing and Mathematics,Manchester,United Kingdom","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079374330","display_name":"Tarek Bejaoui","orcid":"https://orcid.org/0000-0003-2501-8939"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tarek Bejaoui","raw_affiliation_strings":["University of Carthage,Computer Engineering Department,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Carthage,Computer Engineering Department,Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009748724","display_name":"Mohammed Al-Khalidi","orcid":"https://orcid.org/0000-0002-1655-8514"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammed Al-Khalidi","raw_affiliation_strings":["Manchester Metropolitan University,Department of Computing and Mathematics,Manchester,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University,Department of Computing and Mathematics,Manchester,United Kingdom","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.1435,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.97514731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.5015000104904175,"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":0.5015000104904175,"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":0.6925631761550903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6764984130859375},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.6355874538421631},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3377690315246582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22788003087043762},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.13489165902137756},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.08184170722961426}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6925631761550903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6764984130859375},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.6355874538421631},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3377690315246582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22788003087043762},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.13489165902137756},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.08184170722961426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartnets61466.2024.10577682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartnets61466.2024.10577682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Smart Applications, Communications and Networking (SmartNets)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2771399008","https://openalex.org/W2891214000","https://openalex.org/W2958285686","https://openalex.org/W2964082701","https://openalex.org/W3025093231","https://openalex.org/W3033227535","https://openalex.org/W3097529015","https://openalex.org/W3118220620","https://openalex.org/W3156522613","https://openalex.org/W3185895012","https://openalex.org/W3206674745","https://openalex.org/W3217364290","https://openalex.org/W4210743106","https://openalex.org/W4281701520","https://openalex.org/W4284686675","https://openalex.org/W4298289240","https://openalex.org/W4313492216","https://openalex.org/W4366775414","https://openalex.org/W4367319238","https://openalex.org/W4386066497","https://openalex.org/W4389041979","https://openalex.org/W4389041984","https://openalex.org/W4393319347"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"the":[1,20,44,56,101,128,135,159,168],"rapidly":[2],"changing":[3],"realm":[4],"of":[5,23,46,58,64,71,79,117,130,138,170,210],"network":[6,24,107,199,214],"security,":[7,200],"creating":[8],"efficient":[9],"and":[10,61,109,185,189,205],"flexible":[11],"Intrusion":[12],"Detection":[13],"Systems":[14],"(IDS)":[15],"is":[16],"crucial":[17],"to":[18,42,81,89,103,105,176],"combat":[19],"escalating":[21],"complexity":[22],"threats.":[25,164],"Our":[26],"study":[27,193],"presents":[28],"an":[29,144],"innovative":[30],"methodology":[31],"that":[32,133],"combines":[33],"Generative":[34],"Adversarial":[35],"Networks":[36],"(GANs)":[37],"with":[38,149,155],"knowledge":[39,124,156],"distillation":[40,157],"strategies":[41],"amplify":[43],"effectiveness":[45,184],"IDS,":[47],"particularly":[48],"in":[49,76,187,198],"settings":[50,148],"limited":[51,150],"by":[52],"computational":[53],"resources":[54],"like":[55],"Internet":[57,63],"Things":[59,65],"(IoT)":[60],"Industrial":[62],"(1IoT)":[66],"networks.":[67],"The":[68],"fundamental":[69],"novelty":[70],"our":[72,171],"suggested":[73],"system":[74],"resides":[75],"its":[77,174],"utilisation":[78],"GANs":[80],"produce":[82],"varied":[83],"datasets,":[84],"which":[85],"are":[86],"subsequently":[87],"employed":[88],"train":[90],"deep":[91],"learning":[92],"models":[93,132],"customised":[94],"for":[95,147],"intrusion":[96],"detection.":[97],"This":[98,192],"approach":[99],"empowers":[100],"IDS":[102,207],"adjust":[104],"different":[106],"setups":[108],"guarantees":[110],"thorough":[111],"defence":[112],"against":[113,162],"a":[114,195,202],"broad":[115],"range":[116],"attacks,":[118],"emphasising":[119],"adversarial":[120,153,163],"assaults.":[121],"By":[122],"utilising":[123],"distillation,":[125],"we":[126],"simplify":[127],"development":[129],"compact":[131],"uphold":[134],"detection":[136],"capabilities":[137],"their":[139],"more":[140],"intricate":[141,188],"counterparts,":[142],"presenting":[143],"optimal":[145],"solution":[146,208],"resources.":[151],"Merging":[152],"training":[154],"enhances":[158],"IDS's":[160],"resilience":[161],"Empirical":[165],"findings":[166],"validate":[167],"efficiency":[169],"method,":[172],"showcasing":[173],"capacity":[175],"sustain":[177],"high":[178],"accuracy":[179],"rates":[180],"while":[181],"ensuring":[182],"resource":[183],"adaptability":[186],"resource-constrained":[190],"environments.":[191],"signifies":[194],"notable":[196],"progression":[197],"providing":[201],"versatile,":[203],"effective,":[204],"resilient":[206],"capable":[209],"functioning":[211],"under":[212],"diverse":[213],"conditions":[215],"without":[216],"compromising":[217],"performance.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}