Stabilized quantum-enhanced SIEM architecture and speed-up through Hoeffding tree algorithms enable...
Stabilized quantum-enhanced SIEM architecture and speed-up through Hoeffding tree algorithms enable quantum cybersecurity analytics in botnet detection
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London: Nature Publishing Group UK
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Language
English
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London: Nature Publishing Group UK
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For the first time, we enable the execution of hybrid quantum machine learning (HQML) methods on real quantum computers with 100 data samples and real-device-based simulations with 5000 data samples, thereby outperforming the current state of research of Suryotrisongko and Musashi from 2022 who were dealing with 1000 data samples and quantum simula...
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Stabilized quantum-enhanced SIEM architecture and speed-up through Hoeffding tree algorithms enable quantum cybersecurity analytics in botnet detection
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TN_cdi_doaj_primary_oai_doaj_org_article_1ba815db21cd48d883354f71f21ed7bd
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_1ba815db21cd48d883354f71f21ed7bd
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-024-51941-8
