{"id":"https://openalex.org/W3010302001","doi":"https://doi.org/10.1109/rteict42901.2018.9012554","title":"Feature Reduction in Flow Based Intrusion Detection System","display_name":"Feature Reduction in Flow Based Intrusion Detection System","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W3010302001","doi":"https://doi.org/10.1109/rteict42901.2018.9012554","mag":"3010302001"},"language":"en","primary_location":{"id":"doi:10.1109/rteict42901.2018.9012554","doi":"https://doi.org/10.1109/rteict42901.2018.9012554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rteict42901.2018.9012554","pdf_url":null,"source":{"id":"https://openalex.org/S4306418709","display_name":"IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5080460917","display_name":"Gayatri Patil","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405273661","display_name":"COEP Technological University","ror":"https://ror.org/008128n17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405273661"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gayatri V. Patil","raw_affiliation_strings":["Computer & IT Department, College of Engineering, Pune, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer & IT Department, College of Engineering, Pune, Pune, India","institution_ids":["https://openalex.org/I4405273661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000218896","display_name":"Vinod Pachghare","orcid":"https://orcid.org/0000-0003-0076-6172","observed_orcids":["https://orcid.org/0000-0003-0076-6172"]},"institutions":[{"id":"https://openalex.org/I4405273661","display_name":"COEP Technological University","ror":"https://ror.org/008128n17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405273661"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Vinod. Pachghare","raw_affiliation_strings":["Computer & IT Department, College of Engineering, Pune, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer & IT Department, College of Engineering, Pune, Pune, India","institution_ids":["https://openalex.org/I4405273661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103135737","display_name":"Deepak D. Kshirsagar","orcid":"https://orcid.org/0000-0002-0753-6962","observed_orcids":["https://orcid.org/0000-0002-0753-6962"]},"institutions":[{"id":"https://openalex.org/I4405273661","display_name":"COEP Technological University","ror":"https://ror.org/008128n17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405273661"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak D. Kshirsagar","raw_affiliation_strings":["Computer & IT Department, College of Engineering, Pune, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer & IT Department, College of Engineering, Pune, Pune, India","institution_ids":["https://openalex.org/I4405273661"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405273661"],"apc_list":null,"apc_paid":null,"fwci":0.5539,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.55306282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"1356","last_page":"1362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9984999895095825,"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":0.9984999895095825,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.00019999999494757503,"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/intrusion-detection","display_name":"intrusion detection","score":0.7829999923706055},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9639999866485596},{"id":"https://openalex.org/keywords/network-flow-data","display_name":"network flow data","score":0.6119999885559082},{"id":"https://openalex.org/keywords/cicids2017","display_name":"CICIDS2017","score":0.8999999761581421},{"id":"https://openalex.org/keywords/ddos-attacks","display_name":"DDoS attacks","score":0.7509999871253967},{"id":"https://openalex.org/keywords/false-positive-reduction","display_name":"false positive reduction","score":0.8119999766349792},{"id":"https://openalex.org/keywords/network-traffic-analysis","display_name":"network traffic analysis","score":0.5659999847412109}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885202169418335},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7817593216896057},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.7077562808990479},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6826605200767517},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5401086211204529},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4342455267906189},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4319765865802765},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.43073466420173645},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42543691396713257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36976635456085205},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1785685122013092},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1253054141998291},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10531580448150635},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rteict42901.2018.9012554","doi":"https://doi.org/10.1109/rteict42901.2018.9012554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rteict42901.2018.9012554","pdf_url":null,"source":{"id":"https://openalex.org/S4306418709","display_name":"IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2087973052","https://openalex.org/W2128167806","https://openalex.org/W2168341697","https://openalex.org/W2208028087","https://openalex.org/W2510013200","https://openalex.org/W2516066574","https://openalex.org/W2529049317","https://openalex.org/W2599306383","https://openalex.org/W2604105233","https://openalex.org/W2728509750","https://openalex.org/W2789828921"],"related_works":["https://openalex.org/W4285816640","https://openalex.org/W3118429534","https://openalex.org/W3075504735","https://openalex.org/W4313138486","https://openalex.org/W4309493281","https://openalex.org/W4389625949","https://openalex.org/W3208376151","https://openalex.org/W2537292398","https://openalex.org/W3016454271","https://openalex.org/W2128167806"],"abstract_inverted_index":{"Intrusion":[0,105],"Detection":[1,106],"System":[2],"(IDS)":[3],"is":[4,37,49,149],"a":[5,100,119,152],"component":[6],"which":[7,202],"monitors":[8],"the":[9,38,42,51,83],"traffic":[10,20],"and":[11,21,23,58,92,206,225],"analyzes":[12],"it.":[13],"It":[14],"helps":[15,220],"in":[16,165,221],"detection":[17],"of":[18,44,53,65,69,85,187],"malicious":[19],"intrusions":[22],"security":[24],"attacks.":[25],"Developing":[26],"IDS":[27,223],"to":[28,46,81],"get":[29],"better":[30],"accuracy":[31,205,224],"with":[32,125,214],"reduced":[33,207],"false":[34],"positive":[35],"rate":[36],"important":[39,91],"factor.":[40],"Moreover,":[41],"amount":[43],"data":[45,86,158,167],"be":[47],"analyzed":[48],"beyond":[50],"ability":[52],"commonly":[54],"used":[55,134],"computer":[56],"hardware":[57],"software":[59],"tools.":[60],"And":[61],"it":[62],"takes":[63],"lots":[64],"time":[66],"for":[67,103,128,140,178,198],"processing":[68,208],"such":[70],"huge":[71],"network":[72],"traffic.":[73],"So,":[74],"one":[75],"must":[76],"find":[77,192],"an":[78],"efficient":[79],"way":[80],"reduce":[82],"size":[84],"from":[87],"dataset":[88],"without":[89],"losing":[90],"relevant":[93,130,175,195,217],"information.":[94],"In":[95,114,169],"this":[96,115,170],"paper":[97,171],"we":[98,117,172,191],"proposed":[99,109,118,211],"feature":[101,112,122,176],"selection":[102,123,177],"effective":[104],"System.":[107],"The":[108,210],"system":[110,212],"performs":[111],"selection.":[113,132],"paper,":[116],"performance":[120,141],"based":[121,137,156],"process":[124],"machine":[126],"learning":[127],"most":[129,194,216],"features":[131,164,190,196,218],"We":[133],"JRip":[135],"rule":[136],"classification":[138],"algorithm":[139],"evaluation":[142],"using":[143,151],"10-fold":[144],"cross":[145],"validation.":[146],"This":[147],"study":[148],"performed":[150],"new":[153],"labeled":[154],"flow":[155],"CICIDS2017":[157,166],"set.":[159,168],"There":[160],"are":[161],"total":[162,188],"85":[163],"focused":[173],"on":[174],"DDoS":[179,199],"LOIC":[180,200],"(Low":[181],"Orbit":[182],"Ion":[183],"Cannon)":[184],"attack.":[185],"Out":[186],"86":[189],"18":[193],"subset":[197],"attack":[201],"gave":[203],"more":[204],"time.":[209,228],"along":[213],"only":[215],"set":[219],"developing":[222],"reducing":[226],"computation":[227]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-03-13T00:00:00"}