{"id":"https://openalex.org/W4408325869","doi":"https://doi.org/10.1109/globecom52923.2024.10901410","title":"Automated Artificial Intelligence Framework for Anomaly Detection in Healthcare SD-IoT Networks","display_name":"Automated Artificial Intelligence Framework for Anomaly Detection in Healthcare SD-IoT Networks","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408325869","doi":"https://doi.org/10.1109/globecom52923.2024.10901410"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901410","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","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/A5093111873","display_name":"Hammam Algamdi","orcid":null},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hammam Algamdi","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,United Kingdom","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036704324","display_name":"Gagangeet Singh Aujla","orcid":"https://orcid.org/0000-0002-2870-8938"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gagangeet Singh Aujla","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,United Kingdom","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024737395","display_name":"Amritpal Singh","orcid":"https://orcid.org/0000-0001-8071-4270"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amritpal Singh","raw_affiliation_strings":["Durham University,Department of Engineering,Durham,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Engineering,Durham,United Kingdom","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063414144","display_name":"Anish Jindal","orcid":"https://orcid.org/0000-0002-3052-2892"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anish Jindal","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,United Kingdom","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004522545","display_name":"Amitabh Trehan","orcid":"https://orcid.org/0000-0002-2998-0933"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amitabh Trehan","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,United Kingdom","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I190082696"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3503","last_page":"3508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8593000173568726,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8593000173568726,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7454959154129028},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6581909656524658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6529784798622131},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4715319275856018},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.42523902654647827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4028715193271637},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2601470947265625}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7454959154129028},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6581909656524658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6529784798622131},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4715319275856018},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.42523902654647827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4028715193271637},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2601470947265625},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901410","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:durham-repository.worktribe.com:3781142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901410","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2113510346","https://openalex.org/W2141019052","https://openalex.org/W2296509296","https://openalex.org/W2338573124","https://openalex.org/W2729006349","https://openalex.org/W2743483681","https://openalex.org/W2951632519","https://openalex.org/W2958489519","https://openalex.org/W2977105397","https://openalex.org/W3028852288","https://openalex.org/W3106741970","https://openalex.org/W4235216760","https://openalex.org/W4280538689","https://openalex.org/W6678911119","https://openalex.org/W6775180354","https://openalex.org/W6794343177"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"In":[0],"healthcare":[1,15,75,112],"IoT":[2],"networks,":[3],"network":[4],"anomalies":[5],"can":[6],"disrupt":[7],"the":[8,43,70,81,90,108,130,133,136],"flow":[9],"of":[10,72,83,111,135],"reliable":[11],"data,":[12,113],"potentially":[13],"compromising":[14],"data\u2019s":[16],"security":[17],"and":[18,54,98,129],"integrity.":[19],"To":[20,57],"address":[21,58],"this":[22,59],"challenge,":[23],"several":[24],"anomaly":[25,49,77,91],"detection":[26,50,92],"methods":[27],"have":[28],"been":[29],"developed":[30],"using":[31],"artificial":[32],"intelligence":[33],"(AI)":[34],"algorithms.":[35],"However,":[36],"finding":[37],"an":[38,63],"optimal":[39],"AI":[40,65],"model":[41],"with":[42],"best":[44],"tuning":[45,71],"parameters":[46],"for":[47],"effective":[48],"is":[51,87,102],"a":[52,126],"time-consuming":[53],"resource-intensive":[55],"task.":[56],"issue,":[60],"we":[61],"propose":[62],"Automated":[64],"(AutoAI)":[66],"approach":[67,138],"to":[68,88,104,107,141],"optimize":[69],"hyperparameters":[73],"in":[74,125],"data":[76],"detection.":[78],"By":[79],"leveraging":[80],"power":[82],"AutoAI,":[84],"our":[85],"goal":[86],"streamline":[89],"process,":[93],"making":[94],"it":[95],"more":[96],"accurate":[97],"efficient.":[99],"Our":[100],"method":[101,122],"designed":[103],"adapt":[105],"dynamically":[106],"ever-changing":[109],"nature":[110],"ensuring":[114],"robustness":[115],"against":[116],"emerging":[117],"anomalies.":[118],"The":[119],"proposed":[120,137],"AutoAI":[121],"was":[123],"validated":[124],"realistic":[127],"scenario":[128],"outcomes":[131],"depict":[132],"superiority":[134],"as":[139],"compared":[140],"existing":[142],"schemes":[143],"on":[144],"various":[145],"performance":[146],"evaluation":[147],"metrics.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
