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Author

Paul Jenkins

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2026

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

Results suggest that for periodic edge triage is the minimum useful resolution based on this experimental setup, and a separate benign/malware detection feasibility study was conducted as an extension to address the practical aspect of the detection scope for future research.

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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