{"id":"https://openalex.org/W4285506366","doi":"https://doi.org/10.1109/tits.2022.3187252","title":"Detecting Compromised IoT Devices Through XGBoost","display_name":"Detecting Compromised IoT Devices Through XGBoost","publication_year":2022,"publication_date":"2022-07-15","ids":{"openalex":"https://openalex.org/W4285506366","doi":"https://doi.org/10.1109/tits.2022.3187252"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3187252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3187252","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-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/A5040084025","display_name":"Mauro A. A. da Cruz","orcid":"https://orcid.org/0000-0002-9708-4997"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]},{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["BR","FR"],"is_corresponding":true,"raw_author_name":"Mauro A. A. da Cruz","raw_affiliation_strings":["National Institute of Telecommunications (INATEL), Santa Rita do Sapucaí, Brazil","Network and Telecommunication Research Group, University of Haute Alsace, Colmar, France"],"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (INATEL), Santa Rita do Sapucaí, Brazil","institution_ids":["https://openalex.org/I71346753"]},{"raw_affiliation_string":"Network and Telecommunication Research Group, University of Haute Alsace, Colmar, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021181535","display_name":"Lucas R. Abbade","orcid":"https://orcid.org/0000-0001-5399-9338"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas R. Abbade","raw_affiliation_strings":["National Institute of Telecommunications (INATEL), Santa Rita do Sapucaí, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (INATEL), Santa Rita do Sapucaí, Brazil","institution_ids":["https://openalex.org/I71346753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071383873","display_name":"Pascal Lorenz","orcid":"https://orcid.org/0000-0003-3346-7216"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Lorenz","raw_affiliation_strings":["Network and Telecommunication Research Group, University of Haute Alsace, Colmar, France"],"affiliations":[{"raw_affiliation_string":"Network and Telecommunication Research Group, University of Haute Alsace, Colmar, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028331826","display_name":"Samuel Mafra","orcid":"https://orcid.org/0000-0002-5238-1795"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Samuel B. Mafra","raw_affiliation_strings":["National Institute of Telecommunications (INATEL), Santa Rita do Sapucaí, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (INATEL), Santa Rita do Sapucaí, Brazil","institution_ids":["https://openalex.org/I71346753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076776322","display_name":"Joel J. P. C. Rodrigues","orcid":"https://orcid.org/0000-0001-8657-3800"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Joel J. P. C. Rodrigues","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040084025"],"corresponding_institution_ids":["https://openalex.org/I2800745255","https://openalex.org/I71346753"],"apc_list":null,"apc_paid":null,"fwci":3.7183,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93991235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"24","issue":"12","first_page":"15392","last_page":"15399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9980999827384949,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9973999857902527,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.7677473425865173},{"id":"https://openalex.org/keywords/credential","display_name":"Credential","score":0.7657299041748047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6820120811462402},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6643412709236145},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.41979730129241943},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3590746223926544}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7677473425865173},{"id":"https://openalex.org/C2777810591","wikidata":"https://www.wikidata.org/wiki/Q16861606","display_name":"Credential","level":2,"score":0.7657299041748047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6820120811462402},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6643412709236145},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.41979730129241943},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3590746223926544},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2022.3187252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3187252","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G497239743","display_name":null,"funder_award_id":"313036/2020-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G570401112","display_name":null,"funder_award_id":"431726/2018-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2077488147","https://openalex.org/W2295598076","https://openalex.org/W2296509296","https://openalex.org/W2733765803","https://openalex.org/W2751084232","https://openalex.org/W2784792583","https://openalex.org/W2800595757","https://openalex.org/W2888548431","https://openalex.org/W2895216609","https://openalex.org/W2914711108","https://openalex.org/W2945730492","https://openalex.org/W2951694401","https://openalex.org/W2953954181","https://openalex.org/W2963557522","https://openalex.org/W2986379544","https://openalex.org/W2999991144","https://openalex.org/W3000731494","https://openalex.org/W3004171232","https://openalex.org/W3007157104","https://openalex.org/W3014096382","https://openalex.org/W3015703867","https://openalex.org/W3022362371","https://openalex.org/W3024012711","https://openalex.org/W3026820624","https://openalex.org/W3034143844","https://openalex.org/W3047284900","https://openalex.org/W3048094199","https://openalex.org/W3049204557","https://openalex.org/W3106970112","https://openalex.org/W3127433831","https://openalex.org/W3138207087","https://openalex.org/W3138690829","https://openalex.org/W3174143294","https://openalex.org/W3209498073","https://openalex.org/W6776472169"],"related_works":["https://openalex.org/W2389256677","https://openalex.org/W2013502867","https://openalex.org/W2353766896","https://openalex.org/W1859642347","https://openalex.org/W2123415650","https://openalex.org/W4387081478","https://openalex.org/W3088000181","https://openalex.org/W1806141658","https://openalex.org/W1986630940","https://openalex.org/W3115858616"],"abstract_inverted_index":{"The":[0],"evolution":[1],"and":[2,38,68,87],"rapid":[3],"adoption":[4],"of":[5,8,18,41],"the":[6,16],"Internet":[7],"Things":[9],"(IoT)":[10],"led":[11],"to":[12,28,47,63,71,77,109],"a":[13,65,84,107],"rise":[14],"in":[15,93],"number":[17],"attacks":[19,30,112],"that":[20],"target":[21],"IoT":[22,24,95],"environments.":[23],"environments":[25],"are":[26,44,52,59],"vulnerable":[27],"several":[29],"because":[31],"many":[32],"devices":[33],"lack":[34],"memory,":[35],"processing":[36],"power,":[37],"battery.":[39],"Most":[40],"these":[42,111],"vulnerabilities":[43],"relatively":[45],"easy":[46],"mitigate":[48],"when":[49,56],"best":[50,57],"practices":[51,58],"followed.":[53],"However,":[54],"even":[55],"followed,":[60],"an":[61,80],"attack":[62,81,86],"obtain":[64],"device":[66],"credential":[67],"use":[69],"it":[70],"generate":[72],"false":[73],"data":[74],"is":[75,82],"difficult":[76],"detect.":[78],"Such":[79],"called":[83],"replication":[85],"its":[88],"impact":[89],"can":[90],"be":[91],"catastrophic":[92],"crucial":[94],"scenarios":[96],"such":[97],"as":[98],"smart":[99],"transportation.":[100],"In":[101],"this":[102,104],"sense,":[103],"paper":[105],"proposes":[106],"solution":[108],"detect":[110],"by":[113],"analyzing":[114],"abnormal":[115],"network":[116],"traffic":[117],"through":[118],"machine":[119],"learning.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}