{"id":"https://openalex.org/W3014178782","doi":"https://doi.org/10.1109/access.2020.2985089","title":"IMPACT: Impersonation Attack Detection via Edge Computing Using Deep Autoencoder and Feature Abstraction","display_name":"IMPACT: Impersonation Attack Detection via Edge Computing Using Deep Autoencoder and Feature Abstraction","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014178782","doi":"https://doi.org/10.1109/access.2020.2985089","mag":"3014178782"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2985089","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985089","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09055368.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09055368.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072275275","display_name":"Seo Jin Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I933054736","display_name":"Defence Academy of the United Kingdom","ror":"https://ror.org/03myaza48","country_code":"GB","type":"education","lineage":["https://openalex.org/I1306956679","https://openalex.org/I2802373619","https://openalex.org/I933054736"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Seo Jin Lee","raw_affiliation_strings":["Centre for Electronic Warfare, Information and Cyber (CEWIC), Cranfield School of Defence and Security, Defence Academy of the United Kingdom, Shrivenham, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Electronic Warfare, Information and Cyber (CEWIC), Cranfield School of Defence and Security, Defence Academy of the United Kingdom, Shrivenham, U.K","institution_ids":["https://openalex.org/I933054736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014443986","display_name":"Paul D. Yoo","orcid":"https://orcid.org/0000-0001-7665-8616"},"institutions":[{"id":"https://openalex.org/I98259816","display_name":"Birkbeck, University of London","ror":"https://ror.org/02mb95055","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I98259816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul D. Yoo","raw_affiliation_strings":["Department of CSIS, Birkbeck College, University of London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0001-7665-8616","affiliations":[{"raw_affiliation_string":"Department of CSIS, Birkbeck College, University of London, London, U.K","institution_ids":["https://openalex.org/I98259816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063324008","display_name":"A. Taufiq Asyhari","orcid":"https://orcid.org/0000-0002-3023-8285"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Taufiq Asyhari","raw_affiliation_strings":["School of Computing and Digital Technology, Birmingham City University, Birmingham, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3023-8285","affiliations":[{"raw_affiliation_string":"School of Computing and Digital Technology, Birmingham City University, Birmingham, U.K","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039607010","display_name":"Yoon\u2010Chan Jhi","orcid":"https://orcid.org/0009-0008-4112-4532"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]},{"id":"https://openalex.org/I4387155180","display_name":"Samsung SDS (South Korea)","ror":"https://ror.org/0476bn305","country_code":null,"type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4387155180"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoonchan Jhi","raw_affiliation_strings":["Security Research Center, Samsung SDS, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Security Research Center, Samsung SDS, Seoul, South Korea","institution_ids":["https://openalex.org/I2250650973","https://openalex.org/I4387155180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018187920","display_name":"Lounis Chermak","orcid":"https://orcid.org/0000-0002-3093-5267"},"institutions":[{"id":"https://openalex.org/I933054736","display_name":"Defence Academy of the United Kingdom","ror":"https://ror.org/03myaza48","country_code":"GB","type":"education","lineage":["https://openalex.org/I1306956679","https://openalex.org/I2802373619","https://openalex.org/I933054736"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lounis Chermak","raw_affiliation_strings":["Centre for Electronic Warfare, Information and Cyber (CEWIC), Cranfield School of Defence and Security, Defence Academy of the United Kingdom, Shrivenham, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Electronic Warfare, Information and Cyber (CEWIC), Cranfield School of Defence and Security, Defence Academy of the United Kingdom, Shrivenham, U.K","institution_ids":["https://openalex.org/I933054736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044552714","display_name":"Chan Yeob Yeun","orcid":"https://orcid.org/0000-0002-1398-952X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Chan Yeob Yeun","raw_affiliation_strings":["Department of EECS, Center for Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-1398-952X","affiliations":[{"raw_affiliation_string":"Department of EECS, Center for Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074032096","display_name":"Kamal Taha","orcid":"https://orcid.org/0000-0002-6674-4614"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Kamal Taha","raw_affiliation_strings":["Department of EECS, Center for Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-6674-4614","affiliations":[{"raw_affiliation_string":"Department of EECS, Center for Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":9.7704,"has_fulltext":true,"cited_by_count":102,"citation_normalized_percentile":{"value":0.9823615,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"65520","last_page":"65529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9983999729156494,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8754348754882812},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8169043064117432},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6489086151123047},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5685016512870789},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5578519105911255},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5254327654838562},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.508018970489502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5043946504592896},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.4952522814273834},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47408902645111084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46039125323295593},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4480208158493042},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4229416847229004},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4100852310657501},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.138036847114563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8754348754882812},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8169043064117432},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6489086151123047},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5685016512870789},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5578519105911255},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5254327654838562},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.508018970489502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5043946504592896},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.4952522814273834},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47408902645111084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46039125323295593},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4480208158493042},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4229416847229004},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4100852310657501},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.138036847114563},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2020.2985089","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985089","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09055368.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.bbk.ac.uk.oai2:31507","is_oa":false,"landing_page_url":"https://eprints.bbk.ac.uk/id/eprint/31507/1/2_A%20PDF%20of%20the%20final%20manuscript.pdf","pdf_url":"https://eprints.bbk.ac.uk/id/eprint/31507/1/2_A%20PDF%20of%20the%20final%20manuscript.pdf","source":{"id":"https://openalex.org/S4306400465","display_name":"BIROn (Birkbeck, University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98259816","host_organization_name":"Birkbeck, University of London","host_organization_lineage":["https://openalex.org/I98259816"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:www.open-access.bcu.ac.uk:9328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ACCESS.2020.2985089","pdf_url":null,"source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:f992daabe1b54eaa87b455571b35655d","is_oa":true,"landing_page_url":"https://doaj.org/article/f992daabe1b54eaa87b455571b35655d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 65520-65529 (2020)","raw_type":"article"},{"id":"pmh:oai:dspace.lib.cranfield.ac.uk:1826/15508","is_oa":true,"landing_page_url":"http://dspace.lib.cranfield.ac.uk/handle/1826/15508","pdf_url":null,"source":{"id":"https://openalex.org/S4306401778","display_name":"CERES (Cranfield University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82284825","host_organization_name":"Cranfield University","host_organization_lineage":["https://openalex.org/I82284825"],"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":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2985089","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2985089","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09055368.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1136008165","display_name":null,"funder_award_id":"8474000137-RC1-C2PS-T3","funder_id":"https://openalex.org/F4320322334","funder_display_name":"Khalifa University of Science, Technology and Research"},{"id":"https://openalex.org/G203861549","display_name":null,"funder_award_id":"P10458","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G5458888252","display_name":null,"funder_award_id":"8474000137","funder_id":"https://openalex.org/F4320322334","funder_display_name":"Khalifa University of Science, Technology and Research"}],"funders":[{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014178782.pdf","grobid_xml":"https://content.openalex.org/works/W3014178782.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1965555277","https://openalex.org/W1976262362","https://openalex.org/W2028070713","https://openalex.org/W2125055259","https://openalex.org/W2150847526","https://openalex.org/W2508317201","https://openalex.org/W2602255610","https://openalex.org/W2763978449","https://openalex.org/W2768475350","https://openalex.org/W2801080689","https://openalex.org/W2803881474","https://openalex.org/W2963270044","https://openalex.org/W2966623585","https://openalex.org/W2968493828","https://openalex.org/W6766565026"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W2145836866"],"abstract_inverted_index":{"An":[0],"ever-increasing":[1],"number":[2,153],"of":[3,19,57,154,214,220,232],"computing":[4],"devices":[5,60,149],"interconnected":[6],"through":[7,156],"wireless":[8],"networks":[9],"encapsulated":[10],"in":[11,223],"the":[12,106,110,152,190,218,221],"cyber-physical-social":[13],"systems":[14],"and":[15,29,43,73,98,126,145,159,169,200,205],"a":[16,100,113,162],"significant":[17],"amount":[18],"sensitive":[20],"network":[21],"data":[22],"transmitted":[23],"among":[24],"them":[25],"have":[26,62],"raised":[27],"security":[28],"privacy":[30],"concerns.":[31],"Intrusion":[32,179],"detection":[33,198],"system":[34],"(IDS)":[35],"is":[36,95,130,174,217],"known":[37],"as":[38,67],"an":[39],"effective":[40],"defence":[41],"mechanism":[42],"most":[44],"recently":[45],"machine":[46],"learning":[47,135],"(ML)":[48],"methods":[49],"are":[50,84],"used":[51],"for":[52,87,105,226,229],"its":[53,227],"development.":[54],"However,":[55],"Internet":[56],"Things":[58],"(IoT)":[59],"often":[61],"limited":[63,68],"computational":[64,71,82],"resources":[65,83],"such":[66,90],"energy":[69],"source,":[70],"power":[72],"memory,":[74],"thus,":[75],"traditional":[76],"ML-based":[77,102,115],"IDS":[78,103,116],"that":[79,189],"require":[80],"extensive":[81],"not":[85],"suitable":[86],"running":[88],"on":[89,132,147,176],"devices.":[91,108],"This":[92,129],"study":[93,111,216],"thus":[94],"to":[96,143,182],"design":[97],"develop":[99],"lightweight":[101,114],"tailored":[104],"resource-constrained":[107,148],"Specifically,":[109],"proposes":[112],"model":[117],"namely":[118],"IMPACT":[119,173,192],"(IMPersonation":[120],"Attack":[121],"deteCTion":[122],"using":[123,161],"deep":[124,133],"auto-encoder":[125],"feature":[127,134,157],"abstraction).":[128],"based":[131],"with":[136,196],"gradient-based":[137],"linear":[138],"Support":[139],"Vector":[140],"Machine":[141],"(SVM)":[142],"deploy":[144],"run":[146],"by":[150],"reducing":[151],"features":[155,222],"extraction":[158],"selection":[160],"stacked":[163],"autoencoder":[164],"(SAE),":[165],"mutual":[166],"information":[167],"(MI)":[168],"C4.8":[170],"wrapper.":[171],"The":[172],"trained":[175],"Aegean":[177],"Wi-Fi":[178],"Dataset":[180],"(AWID)":[181],"detect":[183],"impersonation":[184],"attack.":[185],"Numerical":[186],"results":[187],"show":[188],"proposed":[191],"achieved":[193],"98.22%":[194],"accuracy":[195],"97.64%":[197],"rate":[199,204],"1.20%":[201],"false":[202],"alarm":[203],"outperformed":[206],"existing":[207],"state-of-the-art":[208],"benchmark":[209],"models.":[210],"Another":[211],"key":[212],"contribution":[213],"this":[215],"investigation":[219],"AWID":[224],"dataset":[225],"usability":[228],"further":[230],"development":[231],"IDS.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":4}],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2025-10-10T00:00:00"}
