Author

M. Mahmud

2 papers indexed here

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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

#artificial intelligence Preprint Aug 2026

Toward Postural State Classification in Immersive VR with Multimodal Data and Explainability Analysis

Comparing machine learning and deep learning models for classifying postural states in VR under visual perturbations suggests that multimodal sensing, temporal deep learning, and explainable AI can support reliable classification of balance-related instability in VR.

N. Anjum, M. Pavel, Robert Gonzalez et al. · 0 citations