{"id":"https://openalex.org/W4313038208","doi":"https://doi.org/10.1109/access.2022.3211513","title":"Toward the Protection of IoT Networks: Introducing the LATAM-DDoS-IoT Dataset","display_name":"Toward the Protection of IoT Networks: Introducing the LATAM-DDoS-IoT Dataset","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313038208","doi":"https://doi.org/10.1109/access.2022.3211513"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3211513","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3211513","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/access.2022.3211513","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065551389","display_name":"Josue Genaro Almaraz-Rivera","orcid":"https://orcid.org/0000-0001-8343-4530"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Josue Genaro Almaraz-Rivera","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031091191","display_name":"Jes\u00fas Arturo P\u00e9rez-D\u00edaz","orcid":"https://orcid.org/0000-0002-7678-5487"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jesus Arturo Perez-Diaz","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012414236","display_name":"Jos\u00e9 Antonio Cantoral-Ceballos","orcid":"https://orcid.org/0000-0001-5597-939X"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Antonio Cantoral-Ceballos","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072727038","display_name":"Juan Felipe Botero","orcid":"https://orcid.org/0000-0002-7072-8924"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan Felipe Botero","raw_affiliation_strings":["Electronics and Telecommunications Engineering Department, Universidad de Antioquia, Medellin, Antioquia, Colombia","Universidad de Antioquia, Electronics and Telecommunications Engineering Department, Medellin, Antioquia, Colombia"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Engineering Department, Universidad de Antioquia, Medellin, Antioquia, Colombia","institution_ids":["https://openalex.org/I35961687"]},{"raw_affiliation_string":"Universidad de Antioquia, Electronics and Telecommunications Engineering Department, Medellin, Antioquia, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011568579","display_name":"Luis A. Trejo","orcid":"https://orcid.org/0000-0001-9741-4581"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis A. Trejo","raw_affiliation_strings":["School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]},{"raw_affiliation_string":"Tecnologico de Monterrey, School of Engineering and Sciences, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065551389"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.4066,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92799208,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"106909","last_page":"106920"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9980000257492065,"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/internet-of-things","display_name":"Internet of Things","score":0.8482679128646851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6667500138282776},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.657046914100647},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43457216024398804},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4090183973312378},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2843065857887268},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1954796314239502}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8482679128646851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6667500138282776},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.657046914100647},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43457216024398804},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4090183973312378},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2843065857887268},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1954796314239502}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3211513","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3211513","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:db1103595837425daabe6a7e79683acb","is_oa":true,"landing_page_url":"https://doaj.org/article/db1103595837425daabe6a7e79683acb","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":"IEEE Access, Vol 10, Pp 106909-106920 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3211513","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3211513","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G242919794","display_name":null,"funder_award_id":"CYTED 519RT0580","funder_id":"https://openalex.org/F4320325124","funder_display_name":"CYTED Ciencia y Tecnolog\u00eda para el Desarrollo"}],"funders":[{"id":"https://openalex.org/F4320325124","display_name":"CYTED Ciencia y Tecnolog\u00eda para el Desarrollo","ror":"https://ror.org/03myqtf56"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W433644524","https://openalex.org/W2035536878","https://openalex.org/W2065890363","https://openalex.org/W2074616737","https://openalex.org/W2077137143","https://openalex.org/W2099940443","https://openalex.org/W2101234009","https://openalex.org/W2119046642","https://openalex.org/W2123433324","https://openalex.org/W2134295053","https://openalex.org/W2136451165","https://openalex.org/W2142047467","https://openalex.org/W2162969618","https://openalex.org/W2165698076","https://openalex.org/W2296509296","https://openalex.org/W2505961020","https://openalex.org/W2556208712","https://openalex.org/W2597472767","https://openalex.org/W2765928069","https://openalex.org/W2789828921","https://openalex.org/W2959716986","https://openalex.org/W2963748489","https://openalex.org/W2991507433","https://openalex.org/W3007603430","https://openalex.org/W3041133507","https://openalex.org/W3081430061","https://openalex.org/W3085955590","https://openalex.org/W3104422614","https://openalex.org/W3114263020","https://openalex.org/W3118068844","https://openalex.org/W3157416408","https://openalex.org/W3161694586","https://openalex.org/W3206599325","https://openalex.org/W4225114726","https://openalex.org/W4293093536","https://openalex.org/W4313038208","https://openalex.org/W6637572315","https://openalex.org/W6675354045","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4386482731","https://openalex.org/W1484565796","https://openalex.org/W4230824443","https://openalex.org/W4377970398","https://openalex.org/W3026018975","https://openalex.org/W2185673024","https://openalex.org/W2142794587"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,129],"is":[2,118],"a":[3,38,68,119,140,163],"well-known":[4],"topic":[5],"in":[6,57,124,131],"cybersecurity.":[7],"Its":[8],"application":[9],"to":[10,17,45,85,127],"the":[11,51,62,112,116,132,218],"Internet":[12,87,133],"of":[13,26,54,88,121,134,180,190,195,217],"Things":[14,89,135],"can":[15],"lead":[16],"suitable":[18],"protection":[19],"techniques":[20],"against":[21],"problems":[22],"such":[23],"as":[24,37,115],"denial":[25,189,194],"service":[27,191,196],"attacks.":[28,219],"However,":[29],"Intrusion":[30,143,204],"Detection":[31,144,205],"Systems":[32],"based":[33],"on":[34,162],"Artificial":[35],"Intelligence,":[36],"defense":[39],"mechanism,":[40],"need":[41],"robust":[42],"data":[43,122],"sources":[44],"achieve":[46],"strong":[47],"generalization":[48],"levels":[49],"from":[50,67,94,101,146],"knowledge":[52],"domain":[53],"interest.":[55],"Therefore,":[56],"this":[58,108],"research":[59],"we":[60,138,175,200],"present":[61],"LATAM-DDoS-IoT":[63,80],"dataset,":[64,114,149],"which":[65],"results":[66],"collaboration":[69],"among":[70],"Aligo,":[71],"Universidad":[72],"de":[73,77],"Antioquia,":[74],"and":[75,91,153,160,170,182,192,212],"Tecnologico":[76],"Monterrey.":[78],"The":[79],"dataset":[81,110],"includes":[82],"attack":[83],"traffic":[84,93,211],"physical":[86,169],"devices":[90],"normal":[92],"real":[95],"external":[96],"users":[97],"consuming":[98],"actual":[99],"services":[100],"Aligo\u2019s":[102],"production":[103],"network.":[104],"We":[105],"also":[106],"compare":[107],"new":[109,148,186],"with":[111,168,184],"Bot-IoT":[113],"latter":[117],"collection":[120],"used":[123],"recent":[125],"approaches":[126],"create":[128],"systems":[130],"domain.":[136],"Furthermore,":[137],"build":[139],"smart":[141],"anomaly-based":[142],"System":[145,206],"our":[147,185,203],"training":[150],"Decision":[151],"Tree":[152],"Multi-layer":[154],"Perceptron":[155],"models,":[156],"for":[157],"later":[158],"deployment":[159],"evaluation":[161],"Software":[164],"Defined":[165],"Networking":[166],"architecture":[167],"virtual":[171],"components.":[172],"Before":[173],"deployment,":[174,199],"obtained":[176],"an":[177],"average":[178],"accuracy":[179],"99.967%":[181],"98.872%":[183],"dataset\u2019s":[187],"balanced":[188],"distributed":[193],"versions.":[197],"After":[198],"show":[201],"that":[202],"does":[207],"not":[208],"misclassify":[209],"legitimate":[210],"detects":[213],"more":[214],"than":[215],"90%":[216]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}