{"id":"https://openalex.org/W4387010638","doi":"https://doi.org/10.1109/access.2023.3319213","title":"TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection","display_name":"TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387010638","doi":"https://doi.org/10.1109/access.2023.3319213"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3319213","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319213","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262330.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262330.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092934168","display_name":"Dania Herzalla","orcid":"https://orcid.org/0009-0000-4086-1188"},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Dania Herzalla","raw_affiliation_strings":["Technology Innovation Institute, Masdar City, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0009-0000-4086-1188","affiliations":[{"raw_affiliation_string":"Technology Innovation Institute, Masdar City, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054363087","display_name":"Willian T. Lunardi","orcid":"https://orcid.org/0000-0003-0718-0019"},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Willian Tessaro Lunardi","raw_affiliation_strings":["Technology Innovation Institute, Masdar City, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0003-0718-0019","affiliations":[{"raw_affiliation_string":"Technology Innovation Institute, Masdar City, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025235658","display_name":"Martin Andreoni Lopez","orcid":"https://orcid.org/0000-0002-4170-4341"},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Martin Andreoni","raw_affiliation_strings":["Technology Innovation Institute, Masdar City, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Innovation Institute, Masdar City, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210087059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210087059"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.1414,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96939504,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"118577","last_page":"118594"},"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":0.9991000294685364,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8527610301971436},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8100258708000183},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6482093334197998},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.520581066608429},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.5137587785720825},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5054314136505127},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5002672672271729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4658888876438141},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4638965129852295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8527610301971436},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8100258708000183},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6482093334197998},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.520581066608429},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.5137587785720825},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5054314136505127},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5002672672271729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4658888876438141},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4638965129852295},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3319213","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319213","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262330.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:13c683e345be4528a2a084dc3f973f75","is_oa":true,"landing_page_url":"https://doaj.org/article/13c683e345be4528a2a084dc3f973f75","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":"IEEE Access, Vol 11, Pp 118577-118594 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3319213","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3319213","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10262330.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387010638.pdf","grobid_xml":"https://content.openalex.org/works/W4387010638.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1985987493","https://openalex.org/W1999880153","https://openalex.org/W2008224380","https://openalex.org/W2031163547","https://openalex.org/W2053395487","https://openalex.org/W2077488147","https://openalex.org/W2099940443","https://openalex.org/W2296509296","https://openalex.org/W2305976078","https://openalex.org/W2343828539","https://openalex.org/W2401501243","https://openalex.org/W2597472767","https://openalex.org/W2789828921","https://openalex.org/W2799758613","https://openalex.org/W2963748489","https://openalex.org/W3122864121","https://openalex.org/W3162956350","https://openalex.org/W4226319939","https://openalex.org/W4293093536","https://openalex.org/W4313038208","https://openalex.org/W4313060919","https://openalex.org/W6713357761","https://openalex.org/W6743493502","https://openalex.org/W6751494907"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2489683173","https://openalex.org/W4243911842","https://openalex.org/W2133389611"],"abstract_inverted_index":{"The":[0],"effectiveness":[1,76],"of":[2,26,30,45,53,77,98,157,165],"network":[3,71,166],"intrusion":[4,54,78,129,144],"detection":[5,130,145],"systems,":[6],"predominantly":[7],"based":[8],"on":[9],"machine":[10],"learning,":[11],"is":[12,38,105,170],"highly":[13],"influenced":[14],"by":[15],"the":[16,27,63,69,75,112,153,161],"dataset":[17,88,104,169],"they":[18],"are":[19],"trained":[20],"on.":[21],"Ensuring":[22],"an":[23],"accurate":[24],"reflection":[25],"multifaceted":[28],"nature":[29],"benign":[31],"and":[32,47,66,86,101,108,142,155],"malicious":[33],"traffic":[34,99],"in":[35,160],"these":[36,92],"datasets":[37,58],"paramount":[39],"for":[40,111,128,140],"creating":[41],"IDS":[42,158],"models":[43,159],"capable":[44],"recognizing":[46],"responding":[48],"to":[49,90,152],"a":[50,84,95,106,118],"wide":[51],"array":[52],"patterns.":[55],"However,":[56],"existing":[57],"often":[59],"fall":[60],"short,":[61],"lacking":[62],"necessary":[64],"diversity":[65],"alignment":[67],"with":[68],"contemporary":[70],"environment,":[72],"thereby":[73],"limiting":[74],"detection.":[79],"This":[80],"paper":[81],"introduces":[82],"TII-SSRC-23,":[83],"novel":[85],"comprehensive":[87],"designed":[89],"overcome":[91],"challenges.":[93],"Comprising":[94],"diverse":[96],"range":[97],"types":[100],"subtypes,":[102],"our":[103,148],"robust":[107],"versatile":[109],"tool":[110],"research":[113],"community.":[114],"Additionally,":[115],"we":[116,135],"conduct":[117],"feature":[119],"importance":[120],"analysis,":[121],"providing":[122],"vital":[123],"insights":[124],"into":[125],"critical":[126],"features":[127],"tasks.":[131],"Through":[132],"extensive":[133],"experimentation,":[134],"also":[136],"establish":[137],"firm":[138],"baselines":[139],"supervised":[141],"unsupervised":[143],"methodologies":[146],"using":[147],"dataset,":[149],"further":[150],"contributing":[151],"advancement":[154],"adaptability":[156],"rapidly":[162],"changing":[163],"landscape":[164],"security.":[167],"Our":[168],"available":[171],"at":[172],"https://kaggle.com/datasets/daniaherzalla/tii-ssrc-23.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
