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Jose C. Agoylo

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Open access Sep 2026

Comparative Behavioral Profiling of ARM based IoT Malware Families: A Statistical Characterization of Dynamic System Activity Reports

The rapid expansion of the Internet of Things (IoT) has increased the digital attack surface, making resource-constrained devices vulnerable to malware exploitation. Although dynamic analysis effectively captures malware behavior during execution, existing approaches often rely on diverse, high-dimensional features tha...

Derick Andre Arcenas, Zios Bug-os, Janrey A. Lagunda et al. · 0 citations
Open access Jul 2026

Data-Driven Stroke Prediction: Leveraging KNN for Early Detection in Clinical Datasets

While the K-Nearest Neighbors algorithm demonstrates reasonable discriminative ability, the low precision suggests limited utility as a standalone diagnostic tool, and highlighting KNN's potential as a preliminary screening instrument when combined with clinical judgment.

Junna Mae Guilao, Arlah Licay, Jheanne Salan et al. · 0 citations

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