Author

Nafisa Anjum

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#cybersecurity Book Open access Nov 2025

Beyond the Headset: A Systematization of Knowledge on Extended Reality Privacy and Security in Healthcare

This SoK surveys 65 peer‐reviewed works published between 2017 and 2024 across leading XR, security, and privacy venues, synthesizing a unified threat taxonomy that spans device, network, user and cloud layers and introduces a quantitative evaluation framework XR-PRISM (Privacy and Risk Impact Scoring Metric).

Nafisa Anjum, M. Mahmud · Virtual Reality Software and... · 4 citations · ⚡2

#human-computer interacti... Preprint Sep 2026

Towards the Threshold: A Fall-Risk Anchored Pareto Framework for Virtual Reality Gait Feedback Selection for Individuals with Multiple Sclerosis

It is demonstrated that greater gait improvement does not necessarily correspond to greater rehabilitation efficiency and a threshold-anchored efficiency framework is introduced to provide a quantitative framework for comparing VR feedback strategies according to both performance gains and participant burden.

Nafisa Anjum, John Quarles, M. Mahmud · 0 citations

#artificial intelligence Open access Sep 2026

AGSA-Net: Abundance-Guided Self-Attention Network for Spectral Unmixing-Aware Hyperspectral Remote Sensing Image Classification

An abundance-guided self-attention network (AGSA-Net), an abundance-guided self-attention network that explicitly integrates spectral unmixing priors into the classification process, and demonstrates the benefit of incorporating abundance-guided contextual modeling, particularly in heterogeneous urban scenes.

Nafisa Anjum, S. Borno, Ananna Saha et al. · IEEE Transactions on Geoscie... · 0 citations