{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T06:21:37Z","timestamp":1776234097682,"version":"3.50.1"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3677763","type":"journal-article","created":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T19:57:30Z","timestamp":1774468650000},"page":"1-1","source":"Crossref","is-referenced-by-count":0,"title":["D2H-AD: A Hybrid Model Utilizing Hyperdimensional Computing for Advanced Anomaly Detection"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-8370-9417","authenticated-orcid":false,"given":"Ghazal","family":"Ghajari","sequence":"first","affiliation":[{"name":"Wright State University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-4263-5112","authenticated-orcid":false,"given":"Elaheh","family":"Ghajari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ashutosh","family":"Ghimire","sequence":"additional","affiliation":[{"name":"Wright State University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-0326-2249","authenticated-orcid":false,"given":"Saeid","family":"Ataei","sequence":"additional","affiliation":[{"name":"Stevens Institute of Technology, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0868-3905","authenticated-orcid":false,"given":"Faris","family":"Alsulami","sequence":"additional","affiliation":[{"name":"University of Jeddah, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7582-8326","authenticated-orcid":false,"given":"Fathi","family":"Amsaad","sequence":"additional","affiliation":[{"name":"Wright State University, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.08.220"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-813314-9.00011-6"},{"issue":"2","key":"ref3","first-page":"65","article-title":"Class imbalance-aware active learning with vision transformers in federated histopathological imaging","volume":"1","author":"Khaniki","year":"2025","journal-title":"J. Med. Med.-Stud."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/electronics14153149"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3372593"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2025.3527752"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbr.2025.100031"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IECON55916.2024.10905921"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/make8010025"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2025.103281"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2025.3528256"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3190539"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102764"},{"issue":"1","key":"ref14","first-page":"45","article-title":"Ai-based anomaly detection for real-time cybersecurity","volume":"3","author":"Goswami","year":"2024","journal-title":"Int. J. Res. Rev. Techn."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/NAECON61878.2024.10670679"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108336"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/NAECON61878.2024.10670616"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-021-01586-5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2014.05.029"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2007.03.025"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-009-9009-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2020.2988388"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3345279"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/DAC56929.2023.10247859"},{"key":"ref25","first-page":"598","article-title":"Robust hyperdimensional computing against cyber attacks and hardware errors: A survey","volume-title":"Proc. 28th Asia South Pacific Design Autom. Conf. (ASP-DAC)","author":"Ma"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.aaw6736"},{"key":"ref27","article-title":"RES-HD: Resilient intelligent fault diagnosis against adversarial attacks using hyper-dimensional computing","author":"Gungor","year":"2022","journal-title":"arXiv:2203.08148"},{"key":"ref28","volume-title":"Hyperdimensional computing for biosignal monitoring: Applications for epilepsy detection","author":"Pale","year":"2023"},{"key":"ref29","article-title":"Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection","author":"Pale","year":"2022","journal-title":"arXiv:2205.07654"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00267"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2025.3545394"},{"key":"ref32","article-title":"Outlier detection datasets (odds) library","author":"Rayana","year":"2016"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2023.110102"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-023-03031-9"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICISCE.2016.55"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.17"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218557"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.14257\/ijca.2015.8.8.17"},{"key":"ref39","first-page":"553","article-title":"Beyond von Neumann era: Brain-inspired hyperdimensional computing to the rescue","volume-title":"Proc. 28th Asia South Pacific Design Autom. Conf.","author":"Amrouch"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/RTAS52030.2021.00052"},{"key":"ref41","first-page":"43","article-title":"ODHD: One-class brain-inspired hyperdimensional computing for outlier detection","volume-title":"Proc. 59th ACM\/IEEE Design Autom. Conf.","author":"Wang"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SATC65530.2025.11136944"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/SATC65530.2025.11136959"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-025-01946-x"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-024-01931-w"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.23919\/DATE54114.2022.9774641"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2022.125042"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3111053"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/microelectronics2010002"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.3184"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1515\/jisys-2024-0235"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390294"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JETCAS.2023.3242767"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1186\/s42400-022-00134-9"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-27653-2"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2022.3209104"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1012426"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.012"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ITNEC48623.2020.9084673"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/6514899\/11455993.pdf?arnumber=11455993","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T05:39:48Z","timestamp":1776231588000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11455993\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":59,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3677763","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}