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This manuscript has been accepted for publication in ICTIS 2026 and will appear in Springer Lecture Notes in Networks and Systems (LNNS). The final authenticated version will be available via SpringerLink
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Achieve explainable, efficient, and trustworthy cybersecurity threat detection by strategically sampling data, preventing data leakage, and integrating SHAP-based XAI.