{"id":"https://openalex.org/W4413179877","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11101063","title":"An Online Adaptive Approach to Detecting Zero-day Attacks in IoT and IIoT Systems","display_name":"An Online Adaptive Approach to Detecting Zero-day Attacks in IoT and IIoT Systems","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4413179877","doi":"https://doi.org/10.1109/gcwkshp64532.2024.11101063"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshp64532.2024.11101063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11101063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","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/A5037307130","display_name":"Promise Ricardo Agbedanu","orcid":"https://orcid.org/0000-0003-2522-891X"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Promise R. Agbedanu","raw_affiliation_strings":["University of Rwanda,ACEIoT,Kigali,Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rwanda,ACEIoT,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022627080","display_name":"Shanchieh Jay Yang","orcid":"https://orcid.org/0009-0004-5503-2082"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shanchieh Jay Yang","raw_affiliation_strings":["Rochester Institute of Technology,Department of Computer Eng.,Rochester,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Department of Computer Eng.,Rochester,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012454740","display_name":"Richard Musabe","orcid":"https://orcid.org/0000-0001-7451-4977"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Richard Musabe","raw_affiliation_strings":["University of Rwanda,College of Science and Technology,Kigali,Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rwanda,College of Science and Technology,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082140824","display_name":"Ignace Gatare","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"Ignace Gatare","raw_affiliation_strings":["University of Rwanda,College of Science and Technology,Kigali,Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rwanda,College of Science and Technology,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047161120","display_name":"James Rwigema","orcid":"https://orcid.org/0000-0002-3217-9725"},"institutions":[{"id":"https://openalex.org/I4210087849","display_name":"University of Rwanda","ror":"https://ror.org/00286hs46","country_code":"RW","type":"education","lineage":["https://openalex.org/I4210087849"]}],"countries":["RW"],"is_corresponding":false,"raw_author_name":"James Rwigema","raw_affiliation_strings":["University of Rwanda,ACEIoT,Kigali,Rwanda"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rwanda,ACEIoT,Kigali,Rwanda","institution_ids":["https://openalex.org/I4210087849"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9366,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78823385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9986000061035156,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9983999729156494,"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/internet-of-things","display_name":"Internet of Things","score":0.7590389847755432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7294903993606567},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6231244802474976},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3767171800136566}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7590389847755432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7294903993606567},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6231244802474976},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3767171800136566},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshp64532.2024.11101063","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshp64532.2024.11101063","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2038194220","https://openalex.org/W2585508806","https://openalex.org/W2805611890","https://openalex.org/W2913493033","https://openalex.org/W3000918648","https://openalex.org/W3043320740","https://openalex.org/W3111828510","https://openalex.org/W3185153723","https://openalex.org/W3196585642","https://openalex.org/W3209622650","https://openalex.org/W3211805421","https://openalex.org/W4311415244","https://openalex.org/W4312651860","https://openalex.org/W4315926912","https://openalex.org/W4367281759","https://openalex.org/W4375865055","https://openalex.org/W4375952932","https://openalex.org/W4377969881","https://openalex.org/W4385386018","https://openalex.org/W4386777463","https://openalex.org/W4387583587","https://openalex.org/W4387870047","https://openalex.org/W4392008331","https://openalex.org/W4394629240","https://openalex.org/W4398140414","https://openalex.org/W4400497538","https://openalex.org/W6787556164"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"Traditional":[0],"intrusion":[1,107],"detection":[2,54,108],"systems":[3,109],"(IDS)":[4],"struggle":[5],"to":[6,32],"detect":[7,33],"zero-day":[8,34,90],"attacks":[9,35,91],"because":[10],"they":[11],"rely":[12],"on":[13],"pre-defined":[14],"signatures.":[15],"This":[16,98],"paper":[17],"proposes":[18],"an":[19],"online":[20],"adaptive":[21],"machine":[22,76],"learning":[23,77],"approach,":[24],"Self":[25],"Adjusting":[26],"Memory":[27],"K-Nearest":[28],"Neighbors":[29],"(Adaptive":[30],"SAMKNN),":[31],"in":[36,79,110],"Internet":[37],"of":[38,103],"Things":[39],"(IoT)":[40],"and":[41,66,81],"Industrial":[42],"IoT":[43],"(IIoT)":[44],"environments.":[45,113],"The":[46,84],"method":[47],"dynamically":[48],"adjusts":[49],"memory":[50,57,82],"allocation,":[51],"enabling":[52],"real-time":[53],"with":[55],"minimal":[56],"usage.":[58],"Experimental":[59],"results,":[60],"conducted":[61],"using":[62],"two":[63],"datasets":[64],"(NF-BoT-IoT":[65],"NF-ToN-IoT),":[67],"show":[68],"that":[69],"Adaptive":[70],"SAMKNN":[71],"consistently":[72],"outperforms":[73],"traditional":[74],"offline":[75],"models":[78],"accuracy":[80],"efficiency.":[83],"system":[85],"also":[86],"successfully":[87],"detects":[88],"synthetic":[89],"created":[92],"through":[93],"generative":[94],"adversarial":[95],"networks":[96],"(GANs).":[97],"approach":[99],"demonstrates":[100],"the":[101],"feasibility":[102],"deploying":[104],"lightweight,":[105],"resource-efficient":[106],"resource-constrained":[111],"IoT/IIoT":[112]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}