Rebekah Lane
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126
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Distributed×1AI×1Crypto×1
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2026
parHSOM: A novel parallel Hierarchical Self-Organizing Map implementation
This paper introduces parHSOM, a novel parallel Hierarchical Self-Organizing Map (HSOM) architecture, demonstrating that it significantly accelerates the training of HSOM-based Intrusion Detection Systems (IDSs) without sacrificing performance.
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cs.DCcs.AIcs.CRRecentMay 4, 2026
parHSOM: A novel parallel Hierarchical Self-Organizing Map implementation
Rebekah Lane, Logan Cummins, Andy Perkins, George Trawick +2 more
This paper introduces parHSOM, a novel parallel Hierarchical Self-Organizing Map (HSOM) architecture, demonstrating that it significantly accelerates the training of HSOM-based Intrusion Detection Sys…
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