{"id":"https://openalex.org/W4229065004","doi":"https://doi.org/10.23919/icact53585.2022.9728969","title":"OWASP IoT Top 10 based Attack Dataset for Machine Learning","display_name":"OWASP IoT Top 10 based Attack Dataset for Machine Learning","publication_year":2022,"publication_date":"2022-02-13","ids":{"openalex":"https://openalex.org/W4229065004","doi":"https://doi.org/10.23919/icact53585.2022.9728969"},"language":"en","primary_location":{"id":"doi:10.23919/icact53585.2022.9728969","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728969","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"},"type":"article","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/A5062242817","display_name":"Nay Myat Min","orcid":null},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Nay Myat Min","raw_affiliation_strings":["Mahidol University,Faculty of Information and Communication Technology,Nakhon Pathom,Thailand","Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"affiliations":[{"raw_affiliation_string":"Mahidol University,Faculty of Information and Communication Technology,Nakhon Pathom,Thailand","institution_ids":["https://openalex.org/I25399158"]},{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084908618","display_name":"Vasaka Visoottiviseth","orcid":null},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Vasaka Visoottiviseth","raw_affiliation_strings":["Mahidol University,Faculty of Information and Communication Technology,Nakhon Pathom,Thailand","Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"affiliations":[{"raw_affiliation_string":"Mahidol University,Faculty of Information and Communication Technology,Nakhon Pathom,Thailand","institution_ids":["https://openalex.org/I25399158"]},{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038501263","display_name":"Songpon Teerakanok","orcid":"https://orcid.org/0000-0002-1058-149X"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Songpon Teerakanok","raw_affiliation_strings":["Mahidol University,Faculty of Information and Communication Technology,Nakhon Pathom,Thailand","Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"affiliations":[{"raw_affiliation_string":"Mahidol University,Faculty of Information and Communication Technology,Nakhon Pathom,Thailand","institution_ids":["https://openalex.org/I25399158"]},{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058678508","display_name":"Nariyoshi Yamai","orcid":"https://orcid.org/0000-0003-2651-2701"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nariyoshi Yamai","raw_affiliation_strings":["Institute of Engineering, Tokyo University of Agriculture and Technology (TUAT),Tokyo,Japan","Institute of Engineering, Tokyo University of Agriculture and Technology (TUAT), Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Engineering, Tokyo University of Agriculture and Technology (TUAT),Tokyo,Japan","institution_ids":["https://openalex.org/I92614990"]},{"raw_affiliation_string":"Institute of Engineering, Tokyo University of Agriculture and Technology (TUAT), Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062242817"],"corresponding_institution_ids":["https://openalex.org/I25399158"],"apc_list":null,"apc_paid":null,"fwci":1.7299,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83799193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"317","last_page":"322"},"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":0.9991999864578247,"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":0.998199999332428,"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":0.8381243944168091},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.8322975635528564},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6553635597229004},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6300013661384583},{"id":"https://openalex.org/keywords/attack-surface","display_name":"Attack surface","score":0.6226706504821777},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2067837417125702}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8381243944168091},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8322975635528564},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6553635597229004},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6300013661384583},{"id":"https://openalex.org/C2776576444","wikidata":"https://www.wikidata.org/wiki/Q303569","display_name":"Attack surface","level":2,"score":0.6226706504821777},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2067837417125702}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact53585.2022.9728969","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact53585.2022.9728969","pdf_url":null,"source":{"id":"https://openalex.org/S4363608017","display_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 24th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1952056635","https://openalex.org/W1999427165","https://openalex.org/W2052175424","https://openalex.org/W2789828921","https://openalex.org/W3022604549","https://openalex.org/W3034223370","https://openalex.org/W3096448935","https://openalex.org/W6640726002"],"related_works":["https://openalex.org/W4382046111","https://openalex.org/W2935154965","https://openalex.org/W3009153228","https://openalex.org/W2536179434","https://openalex.org/W3115009276","https://openalex.org/W1929087753","https://openalex.org/W3152571439","https://openalex.org/W4380078084","https://openalex.org/W3083937200","https://openalex.org/W3041847967"],"abstract_inverted_index":{"Internet":[0],"of":[1,146],"Things":[2],"(IoT)":[3],"systems":[4,41,52],"are":[5,33],"highly":[6],"susceptible":[7],"to":[8,45,59,71,78],"cyberattacks":[9],"by":[10,129],"nature":[11],"with":[12,28,47],"minimal":[13],"security":[14,152],"protections.":[15],"Providing":[16],"a":[17,54,68,144],"massive":[18],"attack":[19,57,82,100,110],"surface":[20],"for":[21,42,149],"attackers,":[22],"they":[23],"automatically":[24],"become":[25],"easy":[26],"targets":[27],"potentially":[29],"catastrophic":[30],"impacts.":[31],"Researchers":[32],"currently":[34],"focusing":[35],"on":[36],"developing":[37],"various":[38],"anomaly":[39],"detection":[40],"IoT":[43,76,105,121,138],"networks":[44],"deal":[46],"this":[48],"situation.":[49],"However,":[50],"these":[51,127],"require":[53],"comprehensive":[55],"labeled":[56],"dataset":[58,90],"classify":[60],"the":[61,85,92,98,103,131],"malicious":[62],"traffic":[63,94],"correctly.":[64],"This":[65],"paper":[66],"presents":[67],"systematic":[69],"approach":[70],"design":[72],"and":[73,119],"develop":[74],"an":[75,81],"testbed":[77],"generate":[79],"such":[80],"dataset,":[83],"namely":[84],"AIoT-Sol":[86],"Dataset.":[87],"Our":[88],"proposed":[89],"contains":[91],"benign":[93],"as":[95,97],"well":[96],"often-overlooked":[99],"techniques":[101],"in":[102],"existing":[104],"datasets.":[106],"It":[107],"encompasses":[108],"17":[109],"types":[111],"from":[112],"several":[113],"categories:":[114],"network":[115],"attacks,":[116,118],"web":[117,120],"message":[122],"protocol":[123],"attacks.":[124],"We":[125],"selected":[126],"attacks":[128,148],"referencing":[130],"Open":[132],"Web":[133],"Application":[134],"Security":[135],"Project":[136],"(OWASP)":[137],"Top":[139],"Ten.":[140],"Also,":[141],"we":[142],"provide":[143],"mapping":[145],"possible":[147],"all":[150],"ten":[151],"risks.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
