{"id":"https://openalex.org/W3118311462","doi":"https://doi.org/10.1145/3444370.3444581","title":"Research on feature selection for cyber attack detection in industrial Internet of Things","display_name":"Research on feature selection for cyber attack detection in industrial Internet of Things","publication_year":2020,"publication_date":"2020-12-04","ids":{"openalex":"https://openalex.org/W3118311462","doi":"https://doi.org/10.1145/3444370.3444581","mag":"3118311462"},"language":"en","primary_location":{"id":"doi:10.1145/3444370.3444581","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3444370.3444581","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Conference on Cyberspace Innovation of Advanced Technologies","raw_type":"proceedings-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/A5100445969","display_name":"Xueying Zhang","orcid":"https://orcid.org/0000-0002-2035-0329"},"institutions":[{"id":"https://openalex.org/I4210118281","display_name":"National Earthquake Response Support Service","ror":"https://ror.org/02gzvm828","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118281"]},{"id":"https://openalex.org/I4387152112","display_name":"China Industrial Control Systems Cyber Emergency Response Team","ror":"https://ror.org/010gf3m33","country_code":null,"type":"other","lineage":["https://openalex.org/I4387152112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueying Zhang","raw_affiliation_strings":["Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210118281","https://openalex.org/I4387152112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361875","display_name":"Jun Li","orcid":"https://orcid.org/0000-0002-5308-5672"},"institutions":[{"id":"https://openalex.org/I4210118281","display_name":"National Earthquake Response Support Service","ror":"https://ror.org/02gzvm828","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118281"]},{"id":"https://openalex.org/I4387152112","display_name":"China Industrial Control Systems Cyber Emergency Response Team","ror":"https://ror.org/010gf3m33","country_code":null,"type":"other","lineage":["https://openalex.org/I4387152112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210118281","https://openalex.org/I4387152112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058417883","display_name":"Daojuan Zhang","orcid":"https://orcid.org/0009-0000-7173-8895"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daojuan Zhang","raw_affiliation_strings":["State Grid Key Laboratory of Information &amp; Network Security Global Energy Interconnection Research Institute co., Ltd. Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Key Laboratory of Information &amp; Network Security Global Energy Interconnection Research Institute co., Ltd. Beijing, P. R. China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104107818","display_name":"Jianlei Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118281","display_name":"National Earthquake Response Support Service","ror":"https://ror.org/02gzvm828","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118281"]},{"id":"https://openalex.org/I4387152112","display_name":"China Industrial Control Systems Cyber Emergency Response Team","ror":"https://ror.org/010gf3m33","country_code":null,"type":"other","lineage":["https://openalex.org/I4387152112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlei Gao","raw_affiliation_strings":["Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210118281","https://openalex.org/I4387152112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039502751","display_name":"Hao Jiang","orcid":"https://orcid.org/0000-0002-6902-9245"},"institutions":[{"id":"https://openalex.org/I4210118281","display_name":"National Earthquake Response Support Service","ror":"https://ror.org/02gzvm828","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118281"]},{"id":"https://openalex.org/I4387152112","display_name":"China Industrial Control Systems Cyber Emergency Response Team","ror":"https://ror.org/010gf3m33","country_code":null,"type":"other","lineage":["https://openalex.org/I4387152112"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Jiang","raw_affiliation_strings":["Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Security Technology, China Industrial Control, Systems Cyber Emergency Response Team, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210118281","https://openalex.org/I4387152112"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6182,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72429946,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"262"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991999864578247,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.777031660079956},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6942826509475708},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6861505508422852},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6535996794700623},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6085063219070435},{"id":"https://openalex.org/keywords/modbus","display_name":"Modbus","score":0.6031792759895325},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5872109532356262},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5865364670753479},{"id":"https://openalex.org/keywords/data-redundancy","display_name":"Data redundancy","score":0.5618056058883667},{"id":"https://openalex.org/keywords/industrial-control-system","display_name":"Industrial control system","score":0.5611833333969116},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46622657775878906},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.4375864565372467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3232605457305908},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18735229969024658},{"id":"https://openalex.org/keywords/communications-protocol","display_name":"Communications protocol","score":0.1831674873828888},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.16004732251167297},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1532718539237976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.777031660079956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6942826509475708},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6861505508422852},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6535996794700623},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6085063219070435},{"id":"https://openalex.org/C2776666747","wikidata":"https://www.wikidata.org/wiki/Q1135322","display_name":"Modbus","level":3,"score":0.6031792759895325},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5872109532356262},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5865364670753479},{"id":"https://openalex.org/C7545210","wikidata":"https://www.wikidata.org/wiki/Q838123","display_name":"Data redundancy","level":2,"score":0.5618056058883667},{"id":"https://openalex.org/C40071531","wikidata":"https://www.wikidata.org/wiki/Q2513962","display_name":"Industrial control system","level":3,"score":0.5611833333969116},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46622657775878906},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4375864565372467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3232605457305908},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18735229969024658},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.1831674873828888},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.16004732251167297},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1532718539237976},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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:10.1145/3444370.3444581","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3444370.3444581","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Conference on Cyberspace Innovation of Advanced Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W156957101","https://openalex.org/W195047088","https://openalex.org/W1631806549","https://openalex.org/W2154053567","https://openalex.org/W2296509296","https://openalex.org/W2314002629","https://openalex.org/W2334853001","https://openalex.org/W2777585145","https://openalex.org/W2900104313","https://openalex.org/W2930411433","https://openalex.org/W3008128868"],"related_works":["https://openalex.org/W1578384606","https://openalex.org/W3208265074","https://openalex.org/W4297097635","https://openalex.org/W4213209911","https://openalex.org/W2291399296","https://openalex.org/W79658127","https://openalex.org/W4285276948","https://openalex.org/W3121931708","https://openalex.org/W3216837083","https://openalex.org/W2418427999"],"abstract_inverted_index":{"With":[0],"the":[1,14,40,46,50,57,70,87,97,106,156,187,192],"rapid":[2],"development":[3],"of":[4,8,16,43,49,59,72,83,109,177],"network":[5,23,29],"technology,":[6],"billions":[7],"industrial":[9,121,151,182],"control":[10],"systems":[11],"(ICSs)":[12],"and":[13,36,45,96,113,120,144,163],"Internet":[15],"Things":[17],"(IoTs)":[18],"have":[19,52,131,160],"been":[20],"equipped":[21],"with":[22],"communication":[24],"functions.":[25],"This":[26],"brings":[27],"many":[28],"security":[30],"issues":[31],"while":[32,190],"realizing":[33],"data":[34,44,51,111,115,118,122,152,173],"intercommunication":[35],"sharing.":[37],"In":[38,66,149,165],"particular,":[39,150],"massive":[41],"amount":[42],"heterogeneous":[47],"nature":[48],"brought":[53],"huge":[54],"challenges":[55],"to":[56,68],"design":[58],"an":[60],"effective":[61,172],"intrusion":[62],"detection":[63,179,188,193],"system":[64],"(IDS).":[65],"order":[67],"clarify":[69],"impact":[71],"distinct":[73],"features":[74,130,174],"on":[75,86,134,155],"anomaly":[76,135,178],"detection,":[77],"this":[78],"paper":[79],"conducts":[80],"a":[81],"series":[82],"experiments":[84],"based":[85,154],"maximum":[88],"correlation":[89],"minimum":[90],"redundancy":[91,162],"(MRMR)":[92],"feature":[93],"selection":[94],"algorithm":[95],"support":[98],"vector":[99],"machine":[100],"(SVM)":[101],"classification":[102],"method.":[103],"By":[104],"comparing":[105],"experimental":[107],"results":[108],"UNSW-NB15":[110],"set":[112,119],"MSU":[114],"set,":[116,123],"traditional":[117],"it":[124],"can":[125,169,185],"be":[126,138],"seen":[127],"that":[128],"different":[129,132,147],"effects":[133],"detection.":[136],"To":[137],"precise,":[139],"there":[140],"are":[141],"both":[142],"coupling":[143],"independence":[145],"between":[146],"features.":[148],"sets":[153],"Modbus":[157],"protocol":[158],"(MSU)":[159],"higher":[161],"independence.":[164],"other":[166],"words,":[167],"we":[168],"select":[170],"more":[171],"as":[175],"attributes":[176],"in":[180],"designing":[181],"IDS,":[183],"which":[184],"improve":[186],"accuracy":[189],"reducing":[191],"time.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
