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Paper · arXiv

A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems

The adoption and integration of heterogeneous stacks in most of today's open-source based networks brings clear benefits like interoperability and availability of advanced features. Yet, on the other hand the increasing number of interconnecting components and moving parts requires maintaining an ever increasing base of interdisciplinary knowledge of different tools in different domains to ensure proper operation. To alleviate such efforts, this work proposes a Decision Support System (DSS) to guide infrastructure operators through the selection of security approaches (e.g. tools) to adopt in their environments. This framework easily captures the end-user high-level requirements on the se...

AuthorsCarolina Fernández-Martínez, Shuaib Siddiqui, Vanesa Daza
Primary categorycs.CR
Published9 June 2026
Last updated at source9 June 2026
cs.CRcs.AIcs.LG
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