{"id":"https://openalex.org/W2020689806","doi":"https://doi.org/10.1109/icis.2014.6912109","title":"Parallel botnet detection system by using GPU","display_name":"Parallel botnet detection system by using GPU","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2020689806","doi":"https://doi.org/10.1109/icis.2014.6912109","mag":"2020689806"},"language":"en","primary_location":{"id":"doi:10.1109/icis.2014.6912109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis.2014.6912109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACIS 13th International Conference on Computer and Information Science (ICIS)","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/A5109221588","display_name":"Che Lun Hung","orcid":null},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]},{"id":"https://openalex.org/I196272386","display_name":"Providence College","ror":"https://ror.org/00rxpqe74","country_code":"US","type":"education","lineage":["https://openalex.org/I196272386"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Che-Lun Hung","raw_affiliation_strings":["Dept. of Computer Science & Communication Engineering, Providence University Taichung, Taiwan","[Department of Computer Science and Communication Engineering, Providence University, Taichung, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Communication Engineering, Providence University Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]},{"raw_affiliation_string":"[Department of Computer Science and Communication Engineering, Providence University, Taichung, Taiwan]","institution_ids":["https://openalex.org/I196272386"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109132306","display_name":"Hsiao Hsi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]},{"id":"https://openalex.org/I196272386","display_name":"Providence College","ror":"https://ror.org/00rxpqe74","country_code":"US","type":"education","lineage":["https://openalex.org/I196272386"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Hsiao-Hsi Wang","raw_affiliation_strings":["Dept. of Computer Science and Information Management, Providence University Taichung, Taiwan","[Department of Computer Science and Information Management, Providence University, Taichung, Taiwan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Information Management, Providence University Taichung, Taiwan","institution_ids":["https://openalex.org/I177918364"]},{"raw_affiliation_string":"[Department of Computer Science and Information Management, Providence University, Taichung, Taiwan]","institution_ids":["https://openalex.org/I196272386"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3599,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66142967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"65","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9997000098228455,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.966073215007782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8555393218994141},{"id":"https://openalex.org/keywords/payload","display_name":"Payload (computing)","score":0.7262811660766602},{"id":"https://openalex.org/keywords/header","display_name":"Header","score":0.7118428349494934},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6112239956855774},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.47346773743629456},{"id":"https://openalex.org/keywords/gigabit","display_name":"Gigabit","score":0.45586422085762024},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4228236973285675},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.41388243436813354},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3958127200603485},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38300400972366333},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36252349615097046},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2654239237308502},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21825450658798218},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.21104136109352112}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.966073215007782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8555393218994141},{"id":"https://openalex.org/C134066672","wikidata":"https://www.wikidata.org/wiki/Q1424639","display_name":"Payload (computing)","level":3,"score":0.7262811660766602},{"id":"https://openalex.org/C48105269","wikidata":"https://www.wikidata.org/wiki/Q1141160","display_name":"Header","level":2,"score":0.7118428349494934},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6112239956855774},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.47346773743629456},{"id":"https://openalex.org/C21922175","wikidata":"https://www.wikidata.org/wiki/Q3105497","display_name":"Gigabit","level":2,"score":0.45586422085762024},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4228236973285675},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.41388243436813354},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3958127200603485},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38300400972366333},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36252349615097046},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2654239237308502},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21825450658798218},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.21104136109352112},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icis.2014.6912109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icis.2014.6912109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACIS 13th International Conference on Computer and Information Science (ICIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1507497085","https://openalex.org/W1516506771","https://openalex.org/W1523098686","https://openalex.org/W1561698135","https://openalex.org/W1583098994","https://openalex.org/W1674877186","https://openalex.org/W1956767865","https://openalex.org/W1967825224","https://openalex.org/W1974508768","https://openalex.org/W1988741337","https://openalex.org/W1992110042","https://openalex.org/W2004540697","https://openalex.org/W2007219675","https://openalex.org/W2011491417","https://openalex.org/W2032494620","https://openalex.org/W2052477921","https://openalex.org/W2070578874","https://openalex.org/W2101794316","https://openalex.org/W2111541427","https://openalex.org/W2112639538","https://openalex.org/W2114534313","https://openalex.org/W2120256168","https://openalex.org/W2133259017","https://openalex.org/W2151669228","https://openalex.org/W2159909072","https://openalex.org/W2168248885","https://openalex.org/W2539649045","https://openalex.org/W2946814613","https://openalex.org/W3207502905","https://openalex.org/W6633606768","https://openalex.org/W6634779276","https://openalex.org/W6637096788","https://openalex.org/W6640826072","https://openalex.org/W6642217025","https://openalex.org/W6647469898","https://openalex.org/W6676900246","https://openalex.org/W6676912242","https://openalex.org/W6680025392","https://openalex.org/W6762929096","https://openalex.org/W6802288765"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W2938399969","https://openalex.org/W3187581118","https://openalex.org/W3143747655","https://openalex.org/W2002178493","https://openalex.org/W2929621094","https://openalex.org/W1996006176","https://openalex.org/W4285325964","https://openalex.org/W2060889682"],"abstract_inverted_index":{"In":[0,98],"recent":[1],"years,":[2],"botnet":[3,105,128,141],"is":[4,76,89],"one":[5],"of":[6,49,66,72,140],"the":[7,37,46,54,113,138],"major":[8],"threats":[9],"to":[10,18,35,39,59,92,136],"network":[11,50,55,114],"security.":[12],"Many":[13],"approaches":[14,27],"have":[15],"been":[16],"proposed":[17,102,132],"detect":[19,93],"botnets":[20],"by":[21,42],"comparing":[22],"bot":[23,94],"features.":[24],"Usually,":[25],"these":[26],"adopt":[28],"traffic":[29,115],"reduction":[30,116],"strategy":[31],"as":[32],"first":[33],"step":[34],"reduce":[36],"flow":[38],"following":[40],"strategies":[41],"filtering":[43],"packets.":[44],"With":[45],"rapid":[47],"development":[48],"hardware":[51],"and":[52,64,75],"software":[53],"speed":[56],"has":[57],"reached":[58],"multi-gigabit.":[60],"However,":[61],"analyzing":[62],"header":[63],"payload":[65],"every":[67],"packet":[68],"consumes":[69],"huge":[70],"amount":[71],"computational":[73],"resources":[74],"not":[77,90],"suitable":[78],"for":[79],"many":[80],"realistic":[81],"situations.":[82],"Although":[83],"signature-based":[84],"solutions":[85],"are":[86],"accurate,":[87],"it":[88],"possible":[91],"variants":[95],"in":[96],"real-time.":[97],"this":[99],"study,":[100],"we":[101],"a":[103],"GPU-based":[104],"detection":[106,129,142],"approach.":[107],"The":[108,131],"experimental":[109],"results":[110],"show":[111],"that":[112],"stage":[117],"on":[118],"GPU":[119],"can":[120,134],"achieve":[121],"about":[122],"8x":[123],"times":[124],"over":[125],"CPU":[126],"based":[127],"tool.":[130],"algorithm":[133],"used":[135],"improve":[137],"performance":[139],"tools":[143],"efficiently.":[144]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
