{"id":"https://openalex.org/W2972741045","doi":"https://doi.org/10.1109/asiajcis.2019.000-4","title":"Platform Design and Implementation for Flexible Data Processing and Building ML Models of IDS Alerts","display_name":"Platform Design and Implementation for Flexible Data Processing and Building ML Models of IDS Alerts","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2972741045","doi":"https://doi.org/10.1109/asiajcis.2019.000-4","mag":"2972741045"},"language":"en","primary_location":{"id":"doi:10.1109/asiajcis.2019.000-4","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asiajcis.2019.000-4","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th Asia Joint Conference on Information Security (AsiaJCIS)","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/A5013097003","display_name":"Ik\u2010Soo Shin","orcid":"https://orcid.org/0000-0001-6344-4176"},"institutions":[{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Iksoo Shin","raw_affiliation_strings":["University of Science & Technology(UST), Korea"],"affiliations":[{"raw_affiliation_string":"University of Science & Technology(UST), Korea","institution_ids":["https://openalex.org/I88761825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012790271","display_name":"Yunsoo Choi","orcid":"https://orcid.org/0000-0002-4488-7833"},"institutions":[{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yunsoo Choi","raw_affiliation_strings":["Korea Institue of Science & Technology Information(KISTI), Korea"],"affiliations":[{"raw_affiliation_string":"Korea Institue of Science & Technology Information(KISTI), Korea","institution_ids":["https://openalex.org/I878022262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002993614","display_name":"Taewoong Kwon","orcid":"https://orcid.org/0000-0002-2310-959X"},"institutions":[{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taewoong Kwon","raw_affiliation_strings":["Korea Institue of Science & Technology Information(KISTI), Korea"],"affiliations":[{"raw_affiliation_string":"Korea Institue of Science & Technology Information(KISTI), Korea","institution_ids":["https://openalex.org/I878022262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043809337","display_name":"Hyeak-Ro Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeakro Lee","raw_affiliation_strings":["Korea Institue of Science & Technology Information(KISTI), Korea"],"affiliations":[{"raw_affiliation_string":"Korea Institue of Science & Technology Information(KISTI), Korea","institution_ids":["https://openalex.org/I878022262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111922634","display_name":"Jungsuk Song","orcid":null},"institutions":[{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungsuk Song","raw_affiliation_strings":["University of Science & Technology(UST), Korea"],"affiliations":[{"raw_affiliation_string":"University of Science & Technology(UST), Korea","institution_ids":["https://openalex.org/I88761825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013097003"],"corresponding_institution_ids":["https://openalex.org/I88761825"],"apc_list":null,"apc_paid":null,"fwci":0.1769,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53959934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"64","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9984999895095825,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8107246160507202},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6737529039382935},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6675145626068115},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6152113080024719},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5930330753326416},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47958245873451233},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.461546927690506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107246160507202},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6737529039382935},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6675145626068115},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6152113080024719},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5930330753326416},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47958245873451233},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.461546927690506},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asiajcis.2019.000-4","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asiajcis.2019.000-4","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th Asia Joint Conference on Information Security (AsiaJCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W16759829","https://openalex.org/W28412257","https://openalex.org/W112173557","https://openalex.org/W1576154654","https://openalex.org/W1586750592","https://openalex.org/W1614298861","https://openalex.org/W2012771827","https://openalex.org/W2093717447","https://openalex.org/W2119821739","https://openalex.org/W2132870739","https://openalex.org/W2140190241","https://openalex.org/W2144378013","https://openalex.org/W2149706766","https://openalex.org/W2150593711","https://openalex.org/W2151554678","https://openalex.org/W2155926039","https://openalex.org/W2158899491","https://openalex.org/W2170186274","https://openalex.org/W2250539671","https://openalex.org/W2295598076","https://openalex.org/W2344991535","https://openalex.org/W2493916176","https://openalex.org/W2678934292","https://openalex.org/W2912934387","https://openalex.org/W2919115771","https://openalex.org/W2950577311","https://openalex.org/W2952230511","https://openalex.org/W2963609956","https://openalex.org/W3004732066","https://openalex.org/W3102476541","https://openalex.org/W4212883601","https://openalex.org/W4236137412","https://openalex.org/W4239510810","https://openalex.org/W4255228204","https://openalex.org/W6636510571","https://openalex.org/W6683738474","https://openalex.org/W6723250868","https://openalex.org/W6739612070"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2944728705","https://openalex.org/W2904022177","https://openalex.org/W2359348847","https://openalex.org/W3011538607","https://openalex.org/W4294432981","https://openalex.org/W4321441197","https://openalex.org/W2953716828","https://openalex.org/W2469820710","https://openalex.org/W4321276295"],"abstract_inverted_index":{"Intrusion":[0],"detection":[1],"system(IDS)":[2],"is":[3,69,81],"one":[4,95],"of":[5,44,48,74,122,135,141,171,176,220,236],"the":[6,12,49,101,144,151,191,215,218,234,256],"widely":[7],"adapted":[8],"security":[9,31,199,222],"systems":[10],"in":[11,186],"world.":[13],"IDS":[14,37,136,172],"can":[15,163,206],"detect":[16],"malicious":[17],"activities":[18],"on":[19,100,166,190],"networks":[20],"or":[21],"hosts":[22],"and":[23,46,83,109,146,154,162,179,254],"raises":[24],"alerts":[25,34,50,137],"which":[26],"should":[27,96,113],"be":[28,114,183,227],"analysed":[29],"by":[30],"operators.":[32],"But":[33,78],"generated":[35],"from":[36],"are":[38,51],"too":[39],"huge":[40],"to":[41,87,118,158,208],"analyse":[42],"all":[43],"them":[45],"most":[47],"false":[52],"positive.":[53],"To":[54],"mitigate":[55],"this":[56,125],"problem,":[57],"many":[58,98,115,198,221],"approaches":[59],"have":[60],"been":[61],"carried":[62,184,228],"out":[63,185],"using":[64],"machine":[65,91,102,130,203,210],"learning.":[66],"Machine":[67],"learning(ML)":[68],"a":[70,89,129,139],"promising":[71],"technique":[72,205],"because":[73],"its":[75],"outstanding":[76],"performance.":[77],"sometimes":[79],"it":[80,231],"time":[82,145],"effort":[84,147],"consuming":[85,148],"work":[86],"make":[88,209],"good":[90],"learning":[92,103,131,204,211],"model.":[93,110,123],"Because":[94],"consider":[97],"options":[99],"making":[104],"process":[105],"including":[106],"feature,":[107],"normalization":[108],"And":[111,230],"there":[112],"repetitive":[116],"experiments":[117,225],"find":[119],"proper":[120],"parameters":[121],"In":[124],"paper,":[126],"we":[127,195,250],"propose":[128],"platform":[132,253],"for":[133,169,241],"classification":[134,170],"as":[138],"way":[140],"solution":[142],"about":[143,160],"works.":[149],"On":[150],"platform,":[152],"researcher":[153],"engineers":[155],"don't":[156],"need":[157],"care":[159],"implementation":[161],"focus":[164],"only":[165],"better":[167],"configurations":[168],"alerts.":[173],"Repetitive":[174],"works":[175],"data":[177],"processing":[178],"building":[180],"models":[181,212,242],"will":[182],"an":[187],"automated":[188],"manner":[189],"platform.":[192,216],"As":[193],"well,":[194],"expect":[196],"that":[197],"experts":[200],"unfamiliar":[201],"with":[202],"attempt":[207],"easily":[213],"through":[214,243],"With":[217],"participation":[219],"experts,":[223],"various":[224],"could":[226,232],"out.":[229],"promote":[233],"transformation":[235],"their":[237,244],"expertise":[238],"into":[239],"ideas":[240],"feedback.":[245],"This":[246],"paper":[247],"presents":[248],"how":[249],"designed":[251],"our":[252],"implemented":[255],"system":[257],"until":[258],"these":[259],"days.":[260]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}