AINeutralarXiv – CS AI · 10h ago5/10
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parHSOM: A novel parallel Hierarchical Self-Organizing Map implementation
Researchers have developed parHSOM, a parallel implementation of Hierarchical Self-Organizing Maps designed to accelerate training for cybersecurity intrusion detection systems. Testing across multiple datasets and configurations demonstrates faster training times without performance degradation compared to sequential HSOM approaches.