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Author

Paul Jenkins

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2026

Minimum Viable Malware-image Resolution for ESP32-S3 Edge Triage

—Image-based malware classification can achieve high accuracy on workstation-class hardware; however, the suitability of such methods for Internet of Things (IoT) security depends on whether they can produce useful representations that can fit within the physical limitations (memory, latency and energy consumption) of...

Phil Steadman, P. Jenkins, Rajkumar Singh Rathore et al. · 0 citations
Open access 2026

A Multi-Modal Deep Learning Framework for Robust Polymorphic Malware Detection

A Hybrid Multi-Modal Deep Learning framework that combines visual and structural features reduces modality collapse and creates a much stronger system compared to using either input type on its own, improves detection performance on deeply hidden contemporary threats, including the AveMariaRAT and CobaltStrike families...

Phil Steadman, Paul Jenkins, Rajkumar Singh Rathore et al. · 0 citations

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