{"id":"https://openalex.org/W3214394862","doi":"https://doi.org/10.1109/ifuzzy53132.2021.9605084","title":"Malicious Flows Generator Based on Data Balanced Algorithm","display_name":"Malicious Flows Generator Based on Data Balanced Algorithm","publication_year":2021,"publication_date":"2021-10-05","ids":{"openalex":"https://openalex.org/W3214394862","doi":"https://doi.org/10.1109/ifuzzy53132.2021.9605084","mag":"3214394862"},"language":"en","primary_location":{"id":"doi:10.1109/ifuzzy53132.2021.9605084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifuzzy53132.2021.9605084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","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/A5036071282","display_name":"I\u2010Hsien Liu","orcid":"https://orcid.org/0000-0001-8431-7475"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"I-Hsien Liu","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082678550","display_name":"Cheng\u2010En Hsieh","orcid":"https://orcid.org/0000-0001-7654-5363"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-En Hsieh","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102340009","display_name":"Weimin Lin","orcid":"https://orcid.org/0000-0002-4177-9634"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Min Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067560596","display_name":"Chu-Fen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chu-Fen Li","raw_affiliation_strings":["Department of Finance, National Formosa University, Yunlin, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Finance, National Formosa University, Yunlin, Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019217983","display_name":"Jung-Shian Li","orcid":"https://orcid.org/0009-0009-2099-9345"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jung-Shian Li","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036071282"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20476768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"4"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9973999857902527,"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/overfitting","display_name":"Overfitting","score":0.8537688255310059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7922993898391724},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.5470359325408936},{"id":"https://openalex.org/keywords/cuckoo-search","display_name":"Cuckoo search","score":0.5411168932914734},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5319979786872864},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5193303823471069},{"id":"https://openalex.org/keywords/cuckoo","display_name":"Cuckoo","score":0.49639588594436646},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47421693801879883},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.4473895728588104},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4411900043487549},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3695814609527588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32646751403808594},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2843937277793884},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2529493272304535},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23557692766189575}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8537688255310059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7922993898391724},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.5470359325408936},{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.5411168932914734},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5319979786872864},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5193303823471069},{"id":"https://openalex.org/C2776810535","wikidata":"https://www.wikidata.org/wiki/Q26381","display_name":"Cuckoo","level":2,"score":0.49639588594436646},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47421693801879883},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.4473895728588104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4411900043487549},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3695814609527588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32646751403808594},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2843937277793884},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2529493272304535},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23557692766189575},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"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/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ifuzzy53132.2021.9605084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifuzzy53132.2021.9605084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","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":8,"referenced_works":["https://openalex.org/W2099940443","https://openalex.org/W2140336868","https://openalex.org/W2149298154","https://openalex.org/W2296509296","https://openalex.org/W2789828921","https://openalex.org/W3013549383","https://openalex.org/W4234474034","https://openalex.org/W6681046083"],"related_works":["https://openalex.org/W3183935101","https://openalex.org/W3004779303","https://openalex.org/W2765530022","https://openalex.org/W4309048563","https://openalex.org/W2755443890","https://openalex.org/W25690811","https://openalex.org/W2780013245","https://openalex.org/W1978568284","https://openalex.org/W164326178","https://openalex.org/W2607258344"],"abstract_inverted_index":{"As":[0],"Internet":[1],"technology":[2],"gradually":[3],"matures,":[4],"the":[5,12,27,59,64,68,74,89,102,107],"network":[6],"structure":[7],"becomes":[8],"more":[9,19],"complex.":[10],"Therefore,":[11],"attack":[13],"methods":[14],"of":[15,63,106],"malicious":[16,94,98],"attackers":[17],"are":[18],"diverse":[20],"and":[21,38,73],"change":[22],"faster.":[23],"Fortunately,":[24],"due":[25,57],"to":[26,49,58,81,87,92,96,100],"substantial":[28],"increase":[29],"in":[30,41],"computer":[31],"computing":[32],"power,":[33],"machine":[34],"learning":[35],"is":[36],"valued":[37],"widely":[39],"used":[40],"various":[42],"fields.":[43],"It":[44],"has":[45],"also":[46],"been":[47],"applied":[48],"intrusion":[50],"detection":[51],"systems.":[52],"This":[53],"study":[54],"found":[55],"that":[56],"imperfect":[60],"data":[61,103],"ratio":[62],"unbalanced":[65,108],"flow":[66],"dataset,":[67],"model":[69],"will":[70,77],"be":[71],"overfitting":[72],"misjudgment":[75],"rate":[76],"increase.":[78],"In":[79],"response":[80],"this":[82,84],"problem,":[83],"research":[85],"proposes":[86],"use":[88],"Cuckoo":[90],"system":[91],"induce":[93],"samples":[95],"generate":[97],"traffic,":[99],"solve":[101],"proportion":[104],"defect":[105],"traffic":[109],"dataset.":[110]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
