{"id":"https://openalex.org/W2914192381","doi":"https://doi.org/10.3233/jifs-169960","title":"An Improved Rough Set Theory based Feature Selection Approach for Intrusion Detection in SCADA Systems","display_name":"An Improved Rough Set Theory based Feature Selection Approach for Intrusion Detection in SCADA Systems","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2914192381","doi":"https://doi.org/10.3233/jifs-169960","mag":"2914192381"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169960","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169960","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5077698499","display_name":"S. Priyanga","orcid":"https://orcid.org/0000-0003-0233-3186"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Priyanga","raw_affiliation_strings":["Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019304605","display_name":"M. R. Gauthama Raman","orcid":null},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"M.R. Gauthama Raman","raw_affiliation_strings":["iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design (SUTD), Singapore City, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design (SUTD), Singapore City, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074311448","display_name":"Sujeet S. Jagtap","orcid":"https://orcid.org/0000-0002-8566-2286"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sujeet S. Jagtap","raw_affiliation_strings":["Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031370066","display_name":"N. Aswin","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Aswin","raw_affiliation_strings":["Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041429927","display_name":"Kannan Kirthivasan","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kannan Kirthivasan","raw_affiliation_strings":["Discrete Mathematics Research Laboratory (DMRL), Department of Mathematics, SASTRA Deemed to be University, Thanjavur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discrete Mathematics Research Laboratory (DMRL), Department of Mathematics, SASTRA Deemed to be University, Thanjavur, Tamilnadu, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070184918","display_name":"V. S. Shankar Sriram","orcid":"https://orcid.org/0000-0001-7870-7944"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"V.S. Shankar Sriram","raw_affiliation_strings":["Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, Thanjavur, Tamilnadu, India","institution_ids":["https://openalex.org/I932239252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5070184918"],"corresponding_institution_ids":["https://openalex.org/I932239252"],"apc_list":null,"apc_paid":null,"fwci":2.0312,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.89852939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"36","issue":"5","first_page":"3993","last_page":"4003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976999759674072,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/scada","display_name":"SCADA","score":0.9426052570343018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7307543158531189},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.699723482131958},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6928764581680298},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6447464823722839},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.630046010017395},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4233551323413849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40030741691589355},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3614264130592346},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16751861572265625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11622661352157593}],"concepts":[{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.9426052570343018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307543158531189},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.699723482131958},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6928764581680298},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6447464823722839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.630046010017395},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4233551323413849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40030741691589355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3614264130592346},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16751861572265625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11622661352157593},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169960","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169960","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1517636450","https://openalex.org/W2006223810","https://openalex.org/W2020524857","https://openalex.org/W2074101794","https://openalex.org/W2125301736","https://openalex.org/W2212753854","https://openalex.org/W2314002629","https://openalex.org/W2341670955","https://openalex.org/W2520866567","https://openalex.org/W2540419818","https://openalex.org/W2588209769","https://openalex.org/W2588217585","https://openalex.org/W2600995621","https://openalex.org/W2605497964","https://openalex.org/W2606828666","https://openalex.org/W2626468835","https://openalex.org/W2717356422","https://openalex.org/W2727422487","https://openalex.org/W2727477768","https://openalex.org/W2754030209","https://openalex.org/W2767532402","https://openalex.org/W2767768852","https://openalex.org/W2789747195","https://openalex.org/W2791361198","https://openalex.org/W2799459715","https://openalex.org/W2801371234","https://openalex.org/W2885790982","https://openalex.org/W2885860981","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2062879117","https://openalex.org/W2130044479","https://openalex.org/W4243523566","https://openalex.org/W2111189632","https://openalex.org/W1972237320","https://openalex.org/W2092627177","https://openalex.org/W2028698264","https://openalex.org/W2120349159","https://openalex.org/W2364525089","https://openalex.org/W2370807923"],"abstract_inverted_index":{"Despite":[0],"the":[1,11,38,45,57,61,69,79,93,98,117,145],"increasing":[2],"awareness":[3],"of":[4,37,44,74,81,104,119,147,153],"cyber-attacks":[5],"against":[6],"Critical":[7],"Infrastructure":[8],"(CI),":[9],"safeguarding":[10],"Supervisory":[12],"Control":[13],"and":[14,51,96,127,144,160],"Data":[15],"Acquisition":[16],"(SCADA)":[17],"systems":[18],"remains":[19],"inadequate.":[20],"For":[21],"this":[22,107],"purpose,":[23],"designing":[24],"an":[25,82],"efficient":[26,83],"SCADA":[27,58,88],"Intrusion":[28],"Detection":[29],"System":[30],"(IDS)":[31],"becomes":[32],"a":[33,110],"significant":[34],"research":[35],"topic":[36],"researchers":[39],"to":[40,55,67],"counter":[41],"cyber-attacks.":[42,62],"Most":[43],"existing":[46],"works":[47],"present":[48],"several":[49],"statistical":[50],"machine":[52],"learning":[53],"approaches":[54,65],"prevent":[56],"network":[59],"from":[60],"Whereas,":[63],"these":[64],"failed":[66],"concern":[68],"most":[70],"common":[71],"challenge,":[72],"\u201cCurse":[73],"dimensionality\u201d.":[75],"This":[76],"scenario":[77],"accentuates":[78],"necessity":[80],"feature":[84,113],"selection":[85,114],"algorithm":[86],"in":[87,151],"IDS":[89],"where":[90],"it":[91],"identifies":[92],"relevant":[94],"features":[95,100,121],"eliminates":[97],"redundant":[99],"without":[101],"any":[102],"loss":[103],"information.":[105],"Hence,":[106],"paper":[108],"proposes":[109],"novel":[111],"filter-based":[112],"approach":[115],"for":[116],"identification":[118],"informative":[120],"based":[122,129],"on":[123],"Rough":[124],"Set":[125],"Theory":[126],"Hyper-clique":[128],"Binary":[130],"Whale":[131],"Optimization":[132],"Algorithm":[133],"(RST-HCBWoA).":[134],"Experiments":[135],"were":[136],"carried":[137],"out":[138],"by":[139],"Power":[140],"system":[141],"attack":[142],"dataset":[143],"performance":[146],"RST-HCBWoA":[148],"was":[149],"evaluated":[150],"terms":[152],"reduct":[154],"size,":[155],"precision,":[156],"recall,":[157],"classification":[158],"accuracy,":[159],"time":[161],"complexity.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
