{"id":"https://openalex.org/W4390189222","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361448","title":"Explainable Ensemble-Based Detection of Cyber Attacks on Internet of Medical Things","display_name":"Explainable Ensemble-Based Detection of Cyber Attacks on Internet of Medical Things","publication_year":2023,"publication_date":"2023-11-14","ids":{"openalex":"https://openalex.org/W4390189222","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361448"},"language":"en","primary_location":{"id":"doi:10.1109/dasc/picom/cbdcom/cy59711.2023.10361448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5034542641","display_name":"Mohammed M. Alani","orcid":"https://orcid.org/0000-0002-4324-1774"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammed M. Alani","raw_affiliation_strings":["Toronto Metropolitan University,Cybersecurity Research Lab,Toronto,Canada","Cybersecurity Research Lab, Toronto Metropolitan University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toronto Metropolitan University,Cybersecurity Research Lab,Toronto,Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Cybersecurity Research Lab, Toronto Metropolitan University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036256187","display_name":"Atefeh Mashatan","orcid":"https://orcid.org/0000-0001-9448-9123"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Atefeh Mashatan","raw_affiliation_strings":["Toronto Metropolitan University,Cybersecurity Research Lab,Toronto,Canada","Cybersecurity Research Lab, Toronto Metropolitan University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toronto Metropolitan University,Cybersecurity Research Lab,Toronto,Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Cybersecurity Research Lab, Toronto Metropolitan University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101564148","display_name":"Ali Miri","orcid":"https://orcid.org/0000-0001-5991-7188"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Miri","raw_affiliation_strings":["Toronto Metropolitan University,Cybersecurity Research Lab,Toronto,Canada","Cybersecurity Research Lab, Toronto Metropolitan University, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Toronto Metropolitan University,Cybersecurity Research Lab,Toronto,Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Cybersecurity Research Lab, Toronto Metropolitan University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I530967"],"apc_list":null,"apc_paid":null,"fwci":5.916,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97826375,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"0609","last_page":"0614"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991000294685364,"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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7907518148422241},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6811336278915405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6673136949539185},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.589069664478302},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5448960065841675},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4859241545200348},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4629640579223633},{"id":"https://openalex.org/keywords/medical-services","display_name":"Medical services","score":0.41704052686691284},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33030158281326294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32703185081481934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.323734313249588},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2667253017425537},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.12711665034294128}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7907518148422241},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6811336278915405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6673136949539185},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.589069664478302},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5448960065841675},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4859241545200348},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4629640579223633},{"id":"https://openalex.org/C3018075012","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Medical services","level":3,"score":0.41704052686691284},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33030158281326294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32703185081481934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.323734313249588},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2667253017425537},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.12711665034294128},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dasc/picom/cbdcom/cy59711.2023.10361448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy59711.2023.10361448","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W16408653","https://openalex.org/W2963748489","https://openalex.org/W2982682021","https://openalex.org/W3033120446","https://openalex.org/W3080622597","https://openalex.org/W3094117827","https://openalex.org/W3119279547","https://openalex.org/W3131923749","https://openalex.org/W3162956350","https://openalex.org/W3190323067","https://openalex.org/W3213644780","https://openalex.org/W4283030397","https://openalex.org/W4283724983","https://openalex.org/W4295854586","https://openalex.org/W4323240832","https://openalex.org/W4353046955","https://openalex.org/W6888465125"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W2032233321","https://openalex.org/W4311097251","https://openalex.org/W3121970507","https://openalex.org/W2586548817","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2625093826"],"abstract_inverted_index":{"As":[0],"new":[1],"applications":[2,19],"of":[3,6,27,67,97],"the":[4,10,62,90,95,101],"Internet":[5],"Things":[7],"emerge":[8],"in":[9],"health":[11],"and":[12,29,94],"medical":[13],"services,":[14],"malicious":[15],"actors":[16],"target":[17],"these":[18],"increasingly.":[20],"These":[21],"growing":[22],"application":[23],"bring":[24],"a":[25],"variety":[26],"privacy":[28],"security":[30],"challenges.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"present":[36],"an":[37,69,74],"explainable":[38],"machine":[39],"learning":[40],"ensemble":[41,64],"designed":[42],"to":[43,86],"detect":[44],"attacks":[45],"on":[46,100],"Internet-of-Medical-Things":[47],"with":[48,73],"high":[49],"accuracy.":[50],"The":[51,78],"proposed":[52,63,79],"system":[53,80],"was":[54,81],"tested":[55],"using":[56,83],"WUSTL-EHMS-2020":[57],"dataset.":[58],"Tests":[59],"showed":[60],"that":[61],"is":[65],"capable":[66],"delivering":[68],"accuracy":[70],"exceeding":[71,76],"99%,":[72],"score":[75],"0.99.":[77],"explained":[82],"SHAP":[84],"values":[85],"provide":[87],"insights":[88],"into":[89],"most":[91],"impactful":[92],"features,":[93],"nature":[96],"their":[98],"impact":[99],"system's":[102],"decisions.":[103]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
