{"id":"https://openalex.org/W3013497686","doi":"https://doi.org/10.5220/0008963504900497","title":"Improving Accuracy and Speed of Network-based Intrusion Detection using Gradient Boosting Trees","display_name":"Improving Accuracy and Speed of Network-based Intrusion Detection using Gradient Boosting Trees","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3013497686","doi":"https://doi.org/10.5220/0008963504900497","mag":"3013497686"},"language":"en","primary_location":{"id":"doi:10.5220/0008963504900497","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0008963504900497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"type":"conference-paper","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/A5000065354","display_name":"Ryosuke Terado","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ryosuke Terado","raw_affiliation_strings":["Planning and Sales Group, WORKS Co., Ltd, Masuda, Shimane, Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Planning and Sales Group, WORKS Co., Ltd, Masuda, Shimane, Japan, --- Select a Country ---","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039138118","display_name":"Morihiro Hayashida","orcid":"https://orcid.org/0000-0001-7961-0175"},"institutions":[{"id":"https://openalex.org/I4210131413","display_name":"National Institute of Technology, Matsue College","ror":"https://ror.org/03qhht705","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120810","https://openalex.org/I4210131413"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Morihiro Hayashida","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, National Institute of Technology, Matsue College, Matsue, Shimane, Japan, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, National Institute of Technology, Matsue College, Matsue, Shimane, Japan, --- Select a Country ---","institution_ids":["https://openalex.org/I4210131413"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"490","last_page":"497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9919999837875366,"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":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7469872236251831},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7406964898109436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7165470123291016},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.6670900583267212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5101390480995178},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4240642189979553},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4101412892341614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3927536606788635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33371949195861816},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.18476706743240356}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7469872236251831},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7406964898109436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7165470123291016},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.6670900583267212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5101390480995178},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4240642189979553},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4101412892341614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3927536606788635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33371949195861816},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.18476706743240356}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0008963504900497","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0008963504900497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Systems Security and Privacy","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W4289703016","https://openalex.org/W4310224730","https://openalex.org/W1985505753"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
