{"id":"https://openalex.org/W4214714029","doi":"https://doi.org/10.3390/s22051847","title":"A Novel Framework for Generating Personalized Network Datasets for NIDS Based on Traffic Aggregation","display_name":"A Novel Framework for Generating Personalized Network Datasets for NIDS Based on Traffic Aggregation","publication_year":2022,"publication_date":"2022-02-26","ids":{"openalex":"https://openalex.org/W4214714029","doi":"https://doi.org/10.3390/s22051847","pmid":"https://pubmed.ncbi.nlm.nih.gov/35270994"},"language":"en","primary_location":{"id":"doi:10.3390/s22051847","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051847","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1847/pdf?version=1645847400","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/5/1847/pdf?version=1645847400","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103077393","display_name":"Pablo Velarde-Alvarado","orcid":"https://orcid.org/0000-0002-1211-1061"},"institutions":[{"id":"https://openalex.org/I2800400464","display_name":"Universidad Aut\u00f3noma de Nayarit","ror":"https://ror.org/0576q1t15","country_code":"MX","type":"education","lineage":["https://openalex.org/I2800400464"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Pablo Velarde-Alvarado","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma de Nayarit, Tepic 63000, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-1211-1061","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ciencias B\u00e1sicas e Ingenier\u00edas, Universidad Aut\u00f3noma de Nayarit, Tepic 63000, Mexico","institution_ids":["https://openalex.org/I2800400464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077707332","display_name":"Hugo Gonzalez","orcid":"https://orcid.org/0000-0002-7322-4019"},"institutions":[{"id":"https://openalex.org/I3130980388","display_name":"Polytechnic University of San Luis Potos\u00ed","ror":"https://ror.org/024et1e33","country_code":"MX","type":"education","lineage":["https://openalex.org/I3130980388"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Gonzalez","raw_affiliation_strings":["Academia de Tecnolog\u00edas de la Informaci\u00f3n y Telem\u00e1tica, Universidad Polit\u00e9cnica de San Luis Potos\u00ed, San Luis Potos\u00ed 78363, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7322-4019","affiliations":[{"raw_affiliation_string":"Academia de Tecnolog\u00edas de la Informaci\u00f3n y Telem\u00e1tica, Universidad Polit\u00e9cnica de San Luis Potos\u00ed, San Luis Potos\u00ed 78363, Mexico","institution_ids":["https://openalex.org/I3130980388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076836614","display_name":"Rafael Mart\u00ednez-Pel\u00e1ez","orcid":"https://orcid.org/0000-0003-2188-9892"},"institutions":[{"id":"https://openalex.org/I4210098913","display_name":"Universidad de La Salle Baj\u00edo","ror":"https://ror.org/00vf1vw09","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210098913"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rafael Mart\u00ednez-Pel\u00e1ez","raw_affiliation_strings":["Facultad de Ingenier\u00edas y Tecnolog\u00edas, Universidad De La Salle Baj\u00edo, Av. Universidad 602, Le\u00f3n 37150, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2188-9892","affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00edas y Tecnolog\u00edas, Universidad De La Salle Baj\u00edo, Av. Universidad 602, Le\u00f3n 37150, Mexico","institution_ids":["https://openalex.org/I4210098913"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084651171","display_name":"Luis J. Mena","orcid":"https://orcid.org/0000-0002-3244-0129"},"institutions":[{"id":"https://openalex.org/I4403386673","display_name":"Universidad Polit\u00e9cnica de Sinaloa","ror":"https://ror.org/00mwm0e05","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386673"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Luis J. Mena","raw_affiliation_strings":["Unidad Acad\u00e9mica de Computaci\u00f3n, Universidad Polit\u00e9cnica de Sinaloa, Ctra. Libre Mazatl\u00e1n Higueras Km 3, Mazatl\u00e1n 82199, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-3244-0129","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Computaci\u00f3n, Universidad Polit\u00e9cnica de Sinaloa, Ctra. Libre Mazatl\u00e1n Higueras Km 3, Mazatl\u00e1n 82199, Mexico","institution_ids":["https://openalex.org/I4403386673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103249406","display_name":"Alberto Ochoa-Brust","orcid":"https://orcid.org/0000-0003-3327-8562"},"institutions":[{"id":"https://openalex.org/I916541031","display_name":"Universidad de Colima","ror":"https://ror.org/04znxe670","country_code":"MX","type":"education","lineage":["https://openalex.org/I916541031"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alberto Ochoa-Brust","raw_affiliation_strings":["Facultad de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Universidad de Colima, Av. Universidad 333, Colima 28040, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-3327-8562","affiliations":[{"raw_affiliation_string":"Facultad de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Universidad de Colima, Av. Universidad 333, Colima 28040, Mexico","institution_ids":["https://openalex.org/I916541031"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071933590","display_name":"E. Moreno-Garc\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131529","display_name":"Instituto Tecnol\u00f3gico de Tepic","ror":"https://ror.org/0377f1g25","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210131529"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Efra\u00edn Moreno-Garc\u00eda","raw_affiliation_strings":["Direcci\u00f3n de Posgrado e investigaci\u00f3n, Instituto Tecnol\u00f3gico de Tepic, Tepic 63175, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Direcci\u00f3n de Posgrado e investigaci\u00f3n, Instituto Tecnol\u00f3gico de Tepic, Tepic 63175, Mexico","institution_ids":["https://openalex.org/I4210131529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014834531","display_name":"Vanessa G. F\u00e9lix","orcid":"https://orcid.org/0000-0001-9118-8042"},"institutions":[{"id":"https://openalex.org/I4403386673","display_name":"Universidad Polit\u00e9cnica de Sinaloa","ror":"https://ror.org/00mwm0e05","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386673"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Vanessa G. F\u00e9lix","raw_affiliation_strings":["Unidad Acad\u00e9mica de Computaci\u00f3n, Universidad Polit\u00e9cnica de Sinaloa, Ctra. Libre Mazatl\u00e1n Higueras Km 3, Mazatl\u00e1n 82199, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-9118-8042","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Computaci\u00f3n, Universidad Polit\u00e9cnica de Sinaloa, Ctra. Libre Mazatl\u00e1n Higueras Km 3, Mazatl\u00e1n 82199, Mexico","institution_ids":["https://openalex.org/I4403386673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036405982","display_name":"Rodolfo Ostos","orcid":"https://orcid.org/0000-0003-1429-3660"},"institutions":[{"id":"https://openalex.org/I4403386673","display_name":"Universidad Polit\u00e9cnica de Sinaloa","ror":"https://ror.org/00mwm0e05","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386673"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rodolfo Ostos","raw_affiliation_strings":["Unidad Acad\u00e9mica de Computaci\u00f3n, Universidad Polit\u00e9cnica de Sinaloa, Ctra. Libre Mazatl\u00e1n Higueras Km 3, Mazatl\u00e1n 82199, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-1429-3660","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Computaci\u00f3n, Universidad Polit\u00e9cnica de Sinaloa, Ctra. Libre Mazatl\u00e1n Higueras Km 3, Mazatl\u00e1n 82199, Mexico","institution_ids":["https://openalex.org/I4403386673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5084651171"],"corresponding_institution_ids":["https://openalex.org/I4403386673"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.2824,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80330371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"1847","last_page":"1847"},"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":0.9998999834060669,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7426866292953491},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6766576766967773},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.5835802555084229},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5490312576293945},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.531154990196228},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4964175820350647},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48848044872283936},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.4881461560726166},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46270066499710083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44099345803260803},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.41839659214019775},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1103297770023346},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1093457043170929},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.09320956468582153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7426866292953491},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6766576766967773},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.5835802555084229},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5490312576293945},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.531154990196228},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4964175820350647},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48848044872283936},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.4881461560726166},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46270066499710083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44099345803260803},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.41839659214019775},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1103297770023346},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1093457043170929},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.09320956468582153},{"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/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22051847","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051847","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1847/pdf?version=1645847400","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35270994","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35270994","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:3363767a8744402fbbbe8dc11e22d13e","is_oa":true,"landing_page_url":"https://doaj.org/article/3363767a8744402fbbbe8dc11e22d13e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 5, p 1847 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/5/1847/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22051847","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 5; Pages: 1847","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8914796","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8914796","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22051847","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051847","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1847/pdf?version=1645847400","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214714029.pdf","grobid_xml":"https://content.openalex.org/works/W4214714029.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W27434444","https://openalex.org/W85350352","https://openalex.org/W571200655","https://openalex.org/W1674877186","https://openalex.org/W1994410331","https://openalex.org/W1999427165","https://openalex.org/W2008224380","https://openalex.org/W2027283610","https://openalex.org/W2031163547","https://openalex.org/W2040333627","https://openalex.org/W2077137143","https://openalex.org/W2077488147","https://openalex.org/W2148143831","https://openalex.org/W2155195660","https://openalex.org/W2157895134","https://openalex.org/W2205758592","https://openalex.org/W2604808181","https://openalex.org/W2768793959","https://openalex.org/W2784664815","https://openalex.org/W2918408501","https://openalex.org/W2952956474","https://openalex.org/W2955155733","https://openalex.org/W2999309192","https://openalex.org/W3025093231","https://openalex.org/W3030391949","https://openalex.org/W3044535915","https://openalex.org/W3093410479","https://openalex.org/W3119524937","https://openalex.org/W3120973779","https://openalex.org/W3121493031","https://openalex.org/W3126232929","https://openalex.org/W3132109934","https://openalex.org/W3138124458","https://openalex.org/W3175217968","https://openalex.org/W3205323312","https://openalex.org/W3212929491","https://openalex.org/W6682891771","https://openalex.org/W6792038549"],"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/W2901835651","https://openalex.org/W2883616266","https://openalex.org/W186576250","https://openalex.org/W2372254325"],"abstract_inverted_index":{"In":[0,43],"this":[1],"paper,":[2],"we":[3,45],"addressed":[4],"the":[5,11,37,69,87,99],"problem":[6],"of":[7,13,39,49,56,86,93,95],"dataset":[8,61],"scarcity":[9],"for":[10,30,51,81],"task":[12],"network":[14,32,41,64],"intrusion":[15],"detection.":[16],"Our":[17],"main":[18],"contribution":[19],"was":[20,66,89],"to":[21,71],"develop":[22],"a":[23,27,47,105],"framework":[24,70],"that":[25],"provides":[26],"complete":[28],"process":[29],"generating":[31],"traffic":[33,57,65],"datasets":[34],"based":[35],"on":[36],"aggregation":[38],"real":[40],"traces.":[42],"addition,":[44],"proposed":[46,74],"set":[48],"tools":[50],"attribute":[52],"extraction":[53],"and":[54,98],"labeling":[55],"sessions.":[58],"A":[59],"new":[60],"with":[62,76],"botnet":[63],"generated":[67],"by":[68],"assess":[72],"our":[73],"method":[75],"machine":[77],"learning":[78],"algorithms":[79],"suitable":[80],"unbalanced":[82],"data.":[83],"The":[84],"performance":[85,108],"classifiers":[88],"evaluated":[90],"in":[91],"terms":[92],"macro-averages":[94],"F1-score":[96],"(0.97)":[97],"Matthews":[100],"Correlation":[101],"Coefficient":[102],"(0.94),":[103],"showing":[104],"good":[106],"overall":[107],"average.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
