{"id":"https://openalex.org/W2793636802","doi":"https://doi.org/10.1504/ijics.2018.10010649","title":"Development of an efficient classifier using proposed sensitivity-based feature selection technique for intrusion detection system","display_name":"Development of an efficient classifier using proposed sensitivity-based feature selection technique for intrusion detection system","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2793636802","doi":"https://doi.org/10.1504/ijics.2018.10010649","mag":"2793636802"},"language":"en","primary_location":{"id":"doi:10.1504/ijics.2018.10010649","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijics.2018.10010649","pdf_url":null,"source":{"id":"https://openalex.org/S85012289","display_name":"International Journal of Information and Computer Security","issn_l":"1744-1765","issn":["1744-1765","1744-1773"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Computer Security","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/A5015766741","display_name":"A.K. Shrivas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164645","display_name":"Pandit Sundarlal Sharma Open University","ror":"https://ror.org/05dxvt507","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210164645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A.K. Shrivas","raw_affiliation_strings":["Bilaspur University, Bilaspur (C.G.), India"],"affiliations":[{"raw_affiliation_string":"Bilaspur University, Bilaspur (C.G.), India","institution_ids":["https://openalex.org/I4210164645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101603730","display_name":"Dinesh K. Sharma","orcid":"https://orcid.org/0000-0002-8739-6516"},"institutions":[{"id":"https://openalex.org/I22407884","display_name":"University of Maryland Eastern Shore","ror":"https://ror.org/006cymg18","country_code":"US","type":"education","lineage":["https://openalex.org/I22407884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dinesh K. Sharma","raw_affiliation_strings":["Department of Business, Management and Accounting, University of Maryland Eastern Shore, Princess Anne, MD 21853, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Business, Management and Accounting, University of Maryland Eastern Shore, Princess Anne, MD 21853, USA#TAB#","institution_ids":["https://openalex.org/I22407884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029744114","display_name":"H. S. Hota","orcid":"https://orcid.org/0000-0003-3518-4949"},"institutions":[{"id":"https://openalex.org/I3129960170","display_name":"Dr. C. V. Raman University","ror":"https://ror.org/00mc6bw20","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129960170"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H.S. Hota","raw_affiliation_strings":["[Dr. C.V. Raman University, Bilaspur, (C.G.), India]"],"affiliations":[{"raw_affiliation_string":"[Dr. C.V. Raman University, Bilaspur, (C.G.), India]","institution_ids":["https://openalex.org/I3129960170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015766741"],"corresponding_institution_ids":["https://openalex.org/I4210164645"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0342455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":"1","first_page":"80","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9976000189781189,"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":0.9976000189781189,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9483000040054321,"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":0.851820707321167},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7349305152893066},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7343384027481079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6018148064613342},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5454708337783813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5125977396965027},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4608139395713806},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4143604636192322},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4125823974609375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39280077815055847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.851820707321167},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7349305152893066},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7343384027481079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6018148064613342},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5454708337783813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5125977396965027},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4608139395713806},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4143604636192322},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4125823974609375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39280077815055847},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijics.2018.10010649","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijics.2018.10010649","pdf_url":null,"source":{"id":"https://openalex.org/S85012289","display_name":"International Journal of Information and Computer Security","issn_l":"1744-1765","issn":["1744-1765","1744-1773"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Computer Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2361044160","https://openalex.org/W1483130311","https://openalex.org/W2388497169"],"abstract_inverted_index":{"Intrusion":[0],"detection":[1],"system":[2,16],"protects":[3,14],"an":[4],"individual":[5],"computer":[6,9],"or":[7],"network":[8],"from":[10,17,42,60],"suspicious":[11],"data":[12,44,66],"and":[13,81,91,100,114,121,143],"the":[15,47,57,98,133],"unauthorized":[18],"access.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"propose":[24],"a":[25,83],"feature":[26,34],"selection":[27,35],"technique":[28,36],"(FST)":[29],"known":[30],"as":[31],"sensitivity":[32],"based":[33,45],"(SBFST)":[37],"which":[38],"selects":[39],"relevant":[40],"features":[41,90,96],"intrusion":[43],"on":[46],"value":[48],"of":[49,64,86,126,135],"sensitivity.":[50],"We":[51],"compare":[52],"various":[53],"existing":[54,79],"FSTs":[55,80,142],"with":[56,73,88,94,119,140],"proposed":[58,127],"SBFST":[59,74,128],"three":[61],"different":[62],"categories":[63],"NSL-KDD":[65],"set.":[67],"Experimental":[68],"results":[69],"reveal":[70],"that":[71],"C4.5":[72],"performs":[75],"better":[76],"than":[77],"other":[78,141],"produce":[82],"high":[84],"accuracy":[85,93,110],"99.68%":[87],"11":[89],"99.95%":[92],"nine":[95],"for":[97,111],"multiclass":[99,113],"binary":[101,115],"class":[102,116],"problems":[103,117],"respectively.":[104],"It":[105],"has":[106],"also":[107,130],"produced":[108],"99.64%":[109],"both":[112],"respectively":[118],"six":[120],"seven":[122],"features.":[123],"The":[124],"performance":[125],"is":[129],"verified":[131],"using":[132],"intersection":[134],"features,":[136],"segment":[137,139],"by":[138],"found":[144],"to":[145],"be":[146],"better.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
