Abstract: This paper presents a proof-of-concept framework integrating time-windowed NetFlow traffic visualisations with zero-shot inference from multimodal LLMs for network intrusion detection.

Abstract: Internet of Things (IoT) devices have seen an uptick in popularity in recent years for individual health tracking, allowing for a person to monitor their health in real time. Simultaneously, ...

Passive sensing via wearable devices and smartphones, combined with machine learning (ML), enables objective, continuous, and noninvasive mental health monitoring. Objective: This study aimed to ...

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