{"id":"https://openalex.org/W4303184545","doi":"https://doi.org/10.1007/s11227-022-04802-y","title":"Implementation and visualization of a netflow log data lake system for cyberattack detection using distributed deep learning","display_name":"Implementation and visualization of a netflow log data lake system for cyberattack detection using distributed deep learning","publication_year":2022,"publication_date":"2022-10-06","ids":{"openalex":"https://openalex.org/W4303184545","doi":"https://doi.org/10.1007/s11227-022-04802-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-022-04802-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-022-04802-y","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-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/A5016113524","display_name":"Wen\u2010Chung Shih","orcid":"https://orcid.org/0000-0003-4838-8473"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Chung Shih","raw_affiliation_strings":["Department of M-Commerce and Multimedia Applications, Asia University, Taichung City, 41354, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of M-Commerce and Multimedia Applications, Asia University, Taichung City, 41354, Taiwan, R.O.C","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031161487","display_name":"Chao\u2010Tung Yang","orcid":"https://orcid.org/0000-0002-9579-4426"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chao-Tung Yang","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung City, 407224, Taiwan, R.O.C","Research Center for Smart Sustainable Circular Economy, Tunghai University, No. 1727, Sec.4, Taiwan Boulevard, Taichung City, 407224, Taiwan, R.O.C"],"raw_orcid":"https://orcid.org/0000-0002-9579-4426","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung City, 407224, Taiwan, R.O.C","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Research Center for Smart Sustainable Circular Economy, Tunghai University, No. 1727, Sec.4, Taiwan Boulevard, Taichung City, 407224, Taiwan, R.O.C","institution_ids":["https://openalex.org/I169090423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071567648","display_name":"Cheng-Tian Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]},{"id":"https://openalex.org/I4210155410","display_name":"Taichung City Government","ror":"https://ror.org/04qtnvc29","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210155410"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Tian Jiang","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung City, 407224, Taiwan, R.O.C","iAmbition Technology Inc., Taichung City, 412031, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung City, 407224, Taiwan, R.O.C","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"iAmbition Technology Inc., Taichung City, 412031, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4210155410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054035494","display_name":"Endah Kristiani","orcid":"https://orcid.org/0000-0003-2925-2992"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]},{"id":"https://openalex.org/I3129847783","display_name":"Krida Wacana Christian University","ror":"https://ror.org/05bq6ng76","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129847783"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Endah Kristiani","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung City, 407224, Taiwan, R.O.C","Department of Informatics, Krida Wacana Christian University, Jakarta, 11470, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung City, 407224, Taiwan, R.O.C","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Department of Informatics, Krida Wacana Christian University, Jakarta, 11470, Indonesia","institution_ids":["https://openalex.org/I3129847783"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031161487"],"corresponding_institution_ids":["https://openalex.org/I169090423"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.9987,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77445749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"79","issue":"5","first_page":"4983","last_page":"5012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.998199999332428,"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":0.998199999332428,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.8526265621185303},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7150775194168091},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6903411746025085},{"id":"https://openalex.org/keywords/netflow","display_name":"NetFlow","score":0.6746550798416138},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6622983813285828},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5366465449333191},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5011804103851318},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4428543746471405},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4151572585105896},{"id":"https://openalex.org/keywords/distributed-data-store","display_name":"Distributed data store","score":0.4127407371997833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3924286961555481},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2648778259754181},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09712854027748108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8526265621185303},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7150775194168091},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6903411746025085},{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.6746550798416138},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6622983813285828},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5366465449333191},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5011804103851318},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4428543746471405},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4151572585105896},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.4127407371997833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3924286961555481},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2648778259754181},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09712854027748108},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-022-04802-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-022-04802-y","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2080252043","https://openalex.org/W2300676002","https://openalex.org/W2748260482","https://openalex.org/W2751596245","https://openalex.org/W2752291283","https://openalex.org/W2765633793","https://openalex.org/W2767620858","https://openalex.org/W2796206070","https://openalex.org/W2805221961","https://openalex.org/W2808622995","https://openalex.org/W2883354997","https://openalex.org/W2884400452","https://openalex.org/W2890718808","https://openalex.org/W2897256107","https://openalex.org/W2917486080","https://openalex.org/W2942359181","https://openalex.org/W2979539300","https://openalex.org/W2980268342","https://openalex.org/W2982047237","https://openalex.org/W2998251512","https://openalex.org/W3007774824","https://openalex.org/W3013638275","https://openalex.org/W3036290237","https://openalex.org/W3099128122","https://openalex.org/W3099888278","https://openalex.org/W3135991073","https://openalex.org/W3198824891","https://openalex.org/W4213064536","https://openalex.org/W4235177722"],"related_works":["https://openalex.org/W2134539183","https://openalex.org/W2359209543","https://openalex.org/W2370801098","https://openalex.org/W2380475535","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W4240326769"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}