{"id":"https://openalex.org/W2023459473","doi":"https://doi.org/10.1145/2666652.2666664","title":"Using extreme learning machine for intrusion detection in a big data environment","display_name":"Using extreme learning machine for intrusion detection in a big data environment","publication_year":2014,"publication_date":"2014-11-07","ids":{"openalex":"https://openalex.org/W2023459473","doi":"https://doi.org/10.1145/2666652.2666664","mag":"2023459473"},"language":"en","primary_location":{"id":"doi:10.1145/2666652.2666664","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2666652.2666664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Workshop on Artificial Intelligent and Security Workshop","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/A5000098673","display_name":"Junlong Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Junlong Xiang","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112671821","display_name":"Magnus Westerlund","orcid":null},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Magnus Westerlund","raw_affiliation_strings":["Arcada University of Applied Sciences, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Helsinki, Finland","institution_ids":["https://openalex.org/I198445264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050678141","display_name":"Du\u0161an Sovilj","orcid":"https://orcid.org/0009-0004-8205-7306"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Du\u0161an Sovilj","raw_affiliation_strings":["Arcada University of Applied Sciences, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Helsinki, Finland","institution_ids":["https://openalex.org/I198445264"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029364197","display_name":"G\u00f6ran Pulkkis","orcid":null},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"G\u00f6ran Pulkkis","raw_affiliation_strings":["Arcada University of Applied Sciences, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Helsinki, Finland","institution_ids":["https://openalex.org/I198445264"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.9207,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96130253,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"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/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"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":0.993399977684021,"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/T10773","display_name":"Extracellular vesicles in disease","score":0.9284999966621399,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.847014307975769},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7983258962631226},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7428467273712158},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7235775589942932},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.6975247859954834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6254554986953735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6218584775924683},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5971596837043762},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46708226203918457},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.42062586545944214},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4124497175216675},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33800008893013},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.25867897272109985},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13323631882667542},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09482505917549133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.847014307975769},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7983258962631226},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7428467273712158},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7235775589942932},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.6975247859954834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6254554986953735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6218584775924683},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5971596837043762},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46708226203918457},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.42062586545944214},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4124497175216675},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33800008893013},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25867897272109985},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13323631882667542},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09482505917549133},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2666652.2666664","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2666652.2666664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Workshop on Artificial Intelligent and Security Workshop","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1569512666","https://openalex.org/W1966809779","https://openalex.org/W1979188085","https://openalex.org/W2026131661","https://openalex.org/W2045489657","https://openalex.org/W2052842899","https://openalex.org/W2111072639","https://openalex.org/W2120617515","https://openalex.org/W2125523891","https://openalex.org/W2130378394","https://openalex.org/W2139669429","https://openalex.org/W2141695047","https://openalex.org/W2148156428","https://openalex.org/W2154189239","https://openalex.org/W2167240430","https://openalex.org/W2173213060","https://openalex.org/W3201324407","https://openalex.org/W6678796051"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W4390608645","https://openalex.org/W1584764049","https://openalex.org/W2133389611"],"abstract_inverted_index":{"Extending":[0],"state-of-the-art":[1],"machine":[2],"learning":[3,27],"algorithms":[4],"to":[5,31],"highly":[6],"scalable":[7],"(big":[8],"data)":[9],"analysis":[10],"environments":[11],"is":[12],"crucial":[13],"for":[14,35,50,61],"the":[15,43,62,72],"handling":[16],"of":[17,45],"authentic":[18],"datasets":[19],"in":[20,37],"Intrusion":[21],"Detection":[22],"Systems":[23],"(IDS).":[24],"Traditional":[25],"supervised":[26],"methods":[28],"are":[29],"considered":[30],"be":[32],"too":[33],"slow":[34],"use":[36,44],"these":[38],"environments.":[39],"Therefore,":[40],"we":[41],"propose":[42],"Extreme":[46],"Learning":[47],"Machine":[48],"(ELM)":[49],"detecting":[51],"network":[52],"intrusion":[53],"attempts.":[54],"We":[55],"show":[56],"they":[57],"hold":[58],"great":[59],"promise":[60],"field":[63],"by":[64],"employing":[65],"a":[66],"MapReduce":[67],"based":[68],"variant":[69],"evaluated":[70],"on":[71],"open":[73],"source":[74],"tool":[75],"Hadoop.":[76]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
