{"id":"https://openalex.org/W2128011443","doi":"https://doi.org/10.4304/jcp.9.5.1117-1124","title":"GPU Implementation of Parallel Support Vector Machine Algorithm with Applications to Detection Intruder","display_name":"GPU Implementation of Parallel Support Vector Machine Algorithm with Applications to Detection Intruder","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2128011443","doi":"https://doi.org/10.4304/jcp.9.5.1117-1124","mag":"2128011443"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.9.5.1117-1124","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5100775322","display_name":"Xueqin Zhang","orcid":"https://orcid.org/0000-0003-3049-6492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xueqin Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347986","display_name":"Yifeng Zhang","orcid":"https://orcid.org/0000-0003-1205-9475"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yifeng Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101038337","display_name":"Chunhua Gu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chunhua Gu","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.629,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":82},"biblio":{"volume":"9","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9992,"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":0.9992,"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":0.9947,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9922,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119514},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.61402386},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49705985},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47923115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2878914}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.9.5.1117-1124","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.44}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":7,"referenced_works":["https://openalex.org/W1512098439","https://openalex.org/W1601740268","https://openalex.org/W1604938182","https://openalex.org/W1997962045","https://openalex.org/W2066707489","https://openalex.org/W2116173306","https://openalex.org/W2137316735"],"related_works":["https://openalex.org/W4233815414","https://openalex.org/W3047022145","https://openalex.org/W2372170743","https://openalex.org/W2358725432","https://openalex.org/W2355927362","https://openalex.org/W2117014006","https://openalex.org/W2074301136","https://openalex.org/W1984303163","https://openalex.org/W1558545464","https://openalex.org/W1509211761"],"abstract_inverted_index":{"The":[0,39],"network":[1],"anomaly":[2],"detection":[3,27,98],"technology":[4],"based":[5],"on":[6,55],"support":[7],"vector":[8],"machine":[9],"(SVM)":[10],"can":[11],"efficiently":[12],"detect":[13],"unknown":[14],"attacks":[15],"or":[16],"variants":[17],"of":[18,28,36,47,63,68,93],"known":[19],"attacks,":[20],"however,":[21],"it":[22],"cannot":[23],"be":[24],"used":[25],"for":[26],"large-scale":[29,82],"intrusion":[30,94],"scenarios":[31],"due":[32],"to":[33],"the":[34,45,56,84,91],"demand":[35],"computational":[37],"time.":[38],"graphics":[40],"processing":[41,52],"unit":[42],"(GPU)":[43],"has":[44],"characteristics":[46],"multi-threads":[48],"and":[49,59,80],"powerful":[50],"parallel":[51,60,66],"capability.":[53],"Based":[54],"system":[57],"structure":[58],"computation":[61],"framework":[62],"GPU,":[64],"a":[65],"algorithm":[67],"SVM,":[69],"named":[70],"GSVM,":[71],"is":[72],"proposed.":[73],"Extensive":[74],"experiments":[75],"were":[76],"carried":[77],"out":[78],"onKDD99":[79],"other":[81],"datasets,":[83],"results":[85],"showed":[86],"that":[87],"GSVM":[88],"significantly":[89],"improves":[90],"efficiency":[92],"detection,":[95],"while":[96],"retaining":[97],"performance.":[99]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2128011443","counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2024-12-07T21:43:54.270434","created_date":"2016-06-24"}