AI RESEARCH
parHSOM: A novel parallel Hierarchical Self-Organizing Map implementation
arXiv CS.AI
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ArXi:2605.08164v1 Announce Type: cross The digital age has completely transformed the way that information is processed and d, which makes cybersecurity a crucial field of research. Cybersecurity contains many different domains, but this work focuses on Intrusion Detection Systems (IDSs). Within the literature, Hierarchical Self-Organizing Maps (HSOMs) have been used to create trustworthy, explainable, and AI-based IDSs. However, HSOMs are trained sequentially, which means that