{"id":"https://openalex.org/W4298342755","doi":"https://doi.org/10.1093/comjnl/bxac119","title":"An Efficient Deep Learning Approach To IoT Intrusion Detection","display_name":"An Efficient Deep Learning Approach To IoT Intrusion Detection","publication_year":2022,"publication_date":"2022-09-30","ids":{"openalex":"https://openalex.org/W4298342755","doi":"https://doi.org/10.1093/comjnl/bxac119"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/bxac119","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxac119","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},"type":"article","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/A5067988451","display_name":"Jin Cao","orcid":"https://orcid.org/0000-0002-5623-5955"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Cao","raw_affiliation_strings":["Shanghai Jiao Tong University School of Electronic Information and Electrical Engineering, , Shanghai 200240 , China"],"raw_orcid":"https://orcid.org/0000-0002-5623-5955","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Electronic Information and Electrical Engineering, , Shanghai 200240 , China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459669","display_name":"Liwei Lin","orcid":"https://orcid.org/0000-0003-2228-502X"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liwei Lin","raw_affiliation_strings":["FuJian University of Technology School of Computer Science and Mathematics, , Fuzhou, Fujian 350028 , China"],"raw_orcid":"https://orcid.org/0000-0003-2228-502X","affiliations":[{"raw_affiliation_string":"FuJian University of Technology School of Computer Science and Mathematics, , Fuzhou, Fujian 350028 , China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036789442","display_name":"Ruhui Ma","orcid":"https://orcid.org/0000-0001-9592-8490"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruhui Ma","raw_affiliation_strings":["Shanghai Jiao Tong University School of Electronic Information and Electrical Engineering, , Shanghai 200240 , China"],"raw_orcid":"https://orcid.org/0000-0001-9592-8490","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Electronic Information and Electrical Engineering, , Shanghai 200240 , China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049487451","display_name":"Haibing Guan","orcid":"https://orcid.org/0000-0002-4714-7400"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibing Guan","raw_affiliation_strings":["Shanghai Jiao Tong University School of Electronic Information and Electrical Engineering, , Shanghai 200240 , China"],"raw_orcid":"https://orcid.org/0000-0002-4714-7400","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Electronic Information and Electrical Engineering, , Shanghai 200240 , China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068815719","display_name":"Mengke Tian","orcid":"https://orcid.org/0000-0003-4849-5535"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210089056","display_name":"Beijing Microelectronics Technology Institute","ror":"https://ror.org/007y7ej30","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210089056"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengke Tian","raw_affiliation_strings":["Beijing Microelectronics Technology Institute , Beijing 100076 , China","Peking University School of Integrated Circuits, , Beijing 100871 , China"],"raw_orcid":"https://orcid.org/0000-0003-4849-5535","affiliations":[{"raw_affiliation_string":"Beijing Microelectronics Technology Institute , Beijing 100076 , China","institution_ids":["https://openalex.org/I4210089056"]},{"raw_affiliation_string":"Peking University School of Integrated Circuits, , Beijing 100871 , China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103139649","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-5905-3022"},"institutions":[{"id":"https://openalex.org/I4210089056","display_name":"Beijing Microelectronics Technology Institute","ror":"https://ror.org/007y7ej30","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210089056"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["Beijing Microelectronics Technology Institute , Beijing 100076 , China"],"raw_orcid":"https://orcid.org/0000-0002-5905-3022","affiliations":[{"raw_affiliation_string":"Beijing Microelectronics Technology Institute , Beijing 100076 , China","institution_ids":["https://openalex.org/I4210089056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036789442"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2635,"currency":"GBP","value_usd":3232},"apc_paid":null,"fwci":1.8547,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.86054785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"65","issue":"11","first_page":"2870","last_page":"2879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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":0.9995999932289124,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9980000257492065,"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":0.887265682220459},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7105655670166016},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6744729280471802},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6255384087562561},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5706313848495483},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5591748356819153},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4998486042022705},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4876317083835602},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4666566550731659},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42330318689346313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4229365587234497},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3615490198135376},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35826927423477173},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2866107225418091},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.10253822803497314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.887265682220459},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7105655670166016},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6744729280471802},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6255384087562561},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5706313848495483},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5591748356819153},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4998486042022705},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4876317083835602},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4666566550731659},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42330318689346313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4229365587234497},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3615490198135376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35826927423477173},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2866107225418091},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.10253822803497314},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/comjnl/bxac119","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/bxac119","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3878682133","display_name":null,"funder_award_id":"62172095","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G824662146","display_name":null,"funder_award_id":"61732010","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8582435607","display_name":null,"funder_award_id":"61872234","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1757573506","https://openalex.org/W1902194318","https://openalex.org/W2028070713","https://openalex.org/W2062978452","https://openalex.org/W2110798204","https://openalex.org/W2324571613","https://openalex.org/W2751904527","https://openalex.org/W2763978449","https://openalex.org/W2789828921","https://openalex.org/W3004777721","https://openalex.org/W3014732532","https://openalex.org/W3026150618","https://openalex.org/W3092766479","https://openalex.org/W3137672894","https://openalex.org/W3211010549","https://openalex.org/W3211851149","https://openalex.org/W3217000788","https://openalex.org/W4226069575","https://openalex.org/W4234385687","https://openalex.org/W4238969497","https://openalex.org/W4239963787","https://openalex.org/W4240802945","https://openalex.org/W4283792855","https://openalex.org/W4289710724","https://openalex.org/W4300874179","https://openalex.org/W4302342861","https://openalex.org/W6676481782","https://openalex.org/W6748503732","https://openalex.org/W6804658530","https://openalex.org/W6811283124"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4319161913"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,6,21,27,69,83,100,119,129,146,158],"rapid":[3],"development":[4],"of":[5,8,23,109,114,126,148],"Internet":[7],"Things":[9],"(IoT),":[10],"network":[11,28,61],"security":[12],"challenges":[13],"are":[14],"becoming":[15],"more":[16,18,42],"and":[17,20,39,89,98,111,138],"complex,":[19],"scale":[22],"intrusion":[24],"attacks":[25,117],"against":[26,47],"is":[29,53],"gradually":[30],"increasing.":[31],"Therefore,":[32],"researchers":[33],"have":[34],"proposed":[35],"Intrusion":[36],"Detection":[37],"Systems":[38],"constantly":[40],"designed":[41],"effective":[43],"systems":[44],"to":[45,51,58,81,96,150],"defend":[46],"attacks.":[48],"One":[49],"issue":[50],"consider":[52],"using":[54],"limited":[55],"computing":[56],"power":[57,156],"process":[59],"complex":[60],"data":[62,78,88,101],"efficiently.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67,104],"take":[68],"AWID":[70,120],"dataset":[71],"as":[72],"an":[73,76,106,112],"example,":[74],"propose":[75],"efficient":[77],"processing":[79],"method":[80],"mitigate":[82],"interference":[84],"caused":[85],"by":[86],"redundant":[87],"design":[90],"a":[91,123,139],"lightweight":[92],"deep":[93],"learning-based":[94],"model":[95,133],"analyze":[97],"predict":[99],"category.":[102],"Finally,":[103],"achieve":[105],"overall":[107],"accuracy":[108,113],"99.77%":[110],"97.95%":[115],"for":[116,128],"on":[118],"dataset,":[121],"with":[122,153],"detection":[124],"rate":[125],"99.98%":[127],"injection":[130],"attack.":[131],"Our":[132],"has":[134],"low":[135],"computational":[136,155],"overhead":[137],"fast":[140],"response":[141],"time":[142],"after":[143],"training,":[144],"ensuring":[145],"feasibility":[147],"applying":[149],"edge":[151],"nodes":[152],"weak":[154],"in":[157],"IoT.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
