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Book Open access Oct 2026

Poster: Towards Privacy-Aware AR in a pervasive (unsafe) future

Pervasive augmented reality earns its usefulness by continuously sensing the wearer's context, yet the founding pervasive-AR vision prices sensing only as benefit; every context source is also a leakage channel that can re-identify the wearer and captures bystanders who never consented. We recast privacy-aware context...

Cory Ilo, Nikki Alabanza, Cedrick Ilo et al. · 0 citations
#machine learning Preprint Sep 2026

Hidden In Plain Gaze: Gaze Representations as Privacy Controls for Utility and Re-identification Risk in XR

This work studies whether gaze data representation choice can serve as a lightweight privacy control at feature extraction, before adding perturbation or formal privacy mechanisms, and compares three gaze representations under matched model capacity.

Cory Ilo, Brendan John, Doug A. Bowman · 0 citations

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