{"id":"https://openalex.org/W4387126888","doi":"https://doi.org/10.1145/3565287.3616529","title":"Detect-IoT: A Comparative Analysis of Machine Learning Algorithms for Detecting Compromised IoT Devices","display_name":"Detect-IoT: A Comparative Analysis of Machine Learning Algorithms for Detecting Compromised IoT Devices","publication_year":2023,"publication_date":"2023-09-28","ids":{"openalex":"https://openalex.org/W4387126888","doi":"https://doi.org/10.1145/3565287.3616529"},"language":"en","primary_location":{"id":"doi:10.1145/3565287.3616529","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565287.3616529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-fourth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","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/A5066023126","display_name":"Yuba R. Siwakoti","orcid":"https://orcid.org/0009-0007-7074-1188"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuba R. Siwakoti","raw_affiliation_strings":["Howard University, Washington DC, District of Columbia, United States"],"affiliations":[{"raw_affiliation_string":"Howard University, Washington DC, District of Columbia, United States","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046343080","display_name":"Danda B. Rawat","orcid":"https://orcid.org/0000-0003-3638-3464"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danda B. Rawat","raw_affiliation_strings":["Howard University, Washington DC, District of Columbia, United States"],"affiliations":[{"raw_affiliation_string":"Howard University, Washington DC, District of Columbia, United States","institution_ids":["https://openalex.org/I137853757"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066023126"],"corresponding_institution_ids":["https://openalex.org/I137853757"],"apc_list":null,"apc_paid":null,"fwci":0.6019,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68814498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"370","last_page":"375"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.8413932919502258},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7867693901062012},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.6442987322807312},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5757629871368408},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5642905235290527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5203227996826172},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.46510300040245056},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46212029457092285},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33425894379615784},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3163709342479706},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07226556539535522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8413932919502258},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7867693901062012},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.6442987322807312},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5757629871368408},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5642905235290527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5203227996826172},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46510300040245056},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46212029457092285},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33425894379615784},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3163709342479706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07226556539535522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3565287.3616529","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3565287.3616529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-fourth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2148143831","https://openalex.org/W2789264396","https://openalex.org/W2807143630","https://openalex.org/W2901697640","https://openalex.org/W3004437357","https://openalex.org/W3167826121","https://openalex.org/W4210443011","https://openalex.org/W4285506366","https://openalex.org/W4286308234","https://openalex.org/W4304690441","https://openalex.org/W4323338381"],"related_works":["https://openalex.org/W2506292322","https://openalex.org/W4283209547","https://openalex.org/W4367627632","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492"],"abstract_inverted_index":{"The":[0,17],"rapid":[1],"expansion":[2],"of":[3,19,137],"IoT":[4,24,51,62,69,102,131],"brings":[5],"unmatched":[6],"convenience":[7],"and":[8,33,39,48,75,106,133,140],"connectivity,":[9],"but":[10],"it":[11,43],"also":[12],"raises":[13],"significant":[14],"security":[15,22,63],"concerns.":[16],"prioritization":[18],"functionality":[20],"over":[21],"in":[23,90,128],"devices":[25,132],"exposes":[26],"vulnerabilities":[27],"like":[28],"default":[29],"credentials,":[30],"outdated":[31],"components,":[32],"insecure":[34],"interfaces.":[35],"To":[36],"mitigate":[37],"risks":[38],"combat":[40],"cyberattacks":[41],"effectively,":[42],"is":[44],"crucial":[45],"to":[46,99,120],"identify":[47],"isolate":[49],"compromised":[50,101,130],"infrastructures.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56,94],"present":[57],"a":[58,84],"curated":[59,80],"dataset":[60,81,139],"for":[61,87],"research,":[64],"which":[65],"combines":[66],"40":[67],"recent":[68],"behavior":[70],"datasets":[71],"using":[72],"class":[73],"balancing":[74],"feature":[76],"reduction":[77],"techniques.":[78],"This":[79],"serves":[82],"as":[83],"valuable":[85],"resource":[86],"future":[88],"research":[89],"the":[91,135],"field.":[92],"Additionally,":[93],"compare":[95],"machine":[96],"learning":[97],"techniques":[98],"detect":[100],"devices,":[103],"leveraging":[104],"preprocessed":[105],"SMOTE-balanced":[107],"network":[108],"data.":[109],"Our":[110],"ensemble":[111],"model":[112],"surpasses":[113],"other":[114],"methods,":[115],"achieving":[116],"an":[117],"impressive":[118],"up":[119],"98":[121],"percent":[122],"F1-score,":[123],"thus":[124],"highlighting":[125],"its":[126],"efficacy":[127],"predicting":[129],"emphasizing":[134],"significance":[136],"our":[138],"methodology":[141],"contributions.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}