{"id":"https://openalex.org/W4409805523","doi":"https://doi.org/10.3390/data10050059","title":"Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI","display_name":"Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI","publication_year":2025,"publication_date":"2025-04-25","ids":{"openalex":"https://openalex.org/W4409805523","doi":"https://doi.org/10.3390/data10050059"},"language":"en","primary_location":{"id":"doi:10.3390/data10050059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10050059","pdf_url":"https://www.mdpi.com/2306-5729/10/5/59/pdf?version=1745576050","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/10/5/59/pdf?version=1745576050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109613142","display_name":"Marshall Elam","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marshall Elam","raw_affiliation_strings":["Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018128355","display_name":"Dustin Mink","orcid":"https://orcid.org/0000-0003-0106-3890"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dustin Mink","raw_affiliation_strings":["Department of Cybersecurity, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":"https://orcid.org/0000-0003-0106-3890","affiliations":[{"raw_affiliation_string":"Department of Cybersecurity, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038428882","display_name":"Sikha Bagui","orcid":"https://orcid.org/0000-0002-1886-4582"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sikha S. Bagui","raw_affiliation_strings":["Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":"https://orcid.org/0000-0002-1886-4582","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038428882","display_name":"Sikha Bagui","orcid":"https://orcid.org/0000-0002-1886-4582"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sikha S. Bagui","raw_affiliation_strings":["Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":"https://orcid.org/0000-0002-1886-4582","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012955039","display_name":"Russell Plenkers","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Russell Plenkers","raw_affiliation_strings":["Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102947824","display_name":"Subhash C. Bagui","orcid":"https://orcid.org/0000-0001-6140-5384"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Subhash C. Bagui","raw_affiliation_strings":["Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":"https://orcid.org/0000-0001-6140-5384","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102947824","display_name":"Subhash C. Bagui","orcid":"https://orcid.org/0000-0001-6140-5384"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subhash C. Bagui","raw_affiliation_strings":["Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":"https://orcid.org/0000-0001-6140-5384","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]},{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038428882","https://openalex.org/A5102947824"],"corresponding_institution_ids":["https://openalex.org/I83683471"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":3.9918,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9348233,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"10","issue":"5","first_page":"59","last_page":"59"},"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":0.996999979019165,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9932000041007996,"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":0.5569903254508972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38122856616973877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5569903254508972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38122856616973877}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/data10050059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10050059","pdf_url":"https://www.mdpi.com/2306-5729/10/5/59/pdf?version=1745576050","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1debd8b04bfa4c619ef6d4a75e831a80","is_oa":true,"landing_page_url":"https://doaj.org/article/1debd8b04bfa4c619ef6d4a75e831a80","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 10, Iss 5, p 59 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data10050059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10050059","pdf_url":"https://www.mdpi.com/2306-5729/10/5/59/pdf?version=1745576050","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4409805523.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2099940443","https://openalex.org/W2296509296","https://openalex.org/W2770942607","https://openalex.org/W2953448948","https://openalex.org/W3164964481","https://openalex.org/W4315699905","https://openalex.org/W4375852471"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,79],"paper":[1,101],"describes":[2],"the":[3,12,27,34,61,70,103],"creation":[4],"of":[5,29,45,55,63],"a":[6,37,112],"new":[7,80],"dataset,":[8],"UWF-ZeekData24,":[9],"aligned":[10],"with":[11],"Enterprise":[13],"MITRE":[14],"ATT&CK":[15],"Framework,":[16],"that":[17,89],"addresses":[18],"critical":[19,94],"shortcomings":[20],"in":[21,60,111],"existing":[22],"network":[23],"security":[24],"datasets.":[25],"Controlling":[26],"construction":[28],"attacks":[30],"and":[31,40,48,72,96,108],"meticulously":[32],"labeling":[33],"data":[35,107,109],"provides":[36],"more":[38,113],"accurate":[39],"dynamic":[41],"environment":[42],"for":[43,92],"testing":[44],"IDS/IPS":[46],"systems":[47],"their":[49],"machine":[50],"learning":[51],"algorithms.":[52],"The":[53],"outcomes":[54],"this":[56,100],"research":[57],"will":[58,84],"assist":[59],"development":[62],"cybersecurity":[64,77],"solutions":[65],"as":[66,68],"well":[67],"increase":[69],"robustness":[71],"adaptability":[73],"towards":[74],"modern":[75],"day":[76],"threats.":[78],"carefully":[81],"engineered":[82],"dataset":[83],"enhance":[85],"cyber":[86],"defense":[87],"mechanisms":[88],"are":[90],"responsible":[91],"safeguarding":[93],"infrastructures":[95],"digital":[97],"assets.":[98],"Finally,":[99],"discusses":[102],"differences":[104],"between":[105],"crowd-sourced":[106],"collected":[110],"controlled":[114],"environment.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-02T08:42:23.175194","created_date":"2025-04-26T00:00:00"}