{LocIn}: Inferring Semantic Location from Spatial Maps in Mixed Reality

H Farrukh, R Mohamed, A Nare, A Bianchi… - 32nd USENIX Security …, 2023 - usenix.org
Mixed reality (MR) devices capture 3D spatial maps of users' surroundings to integrate
virtual content into their physical environment. Existing permission models implemented in …

Explainable XR: Understanding User Behaviors of XR Environments using LLM-assisted Analytics Framework

Y Kim, Z Aamir, M Singh, S Boorboor, K Mueller… - arxiv preprint arxiv …, 2025 - arxiv.org
We present Explainable XR, an end-to-end framework for analyzing user behavior in diverse
eXtended Reality (XR) environments by leveraging Large Language Models (LLMs) for data …

Saliency-Aware Privacy Protection in Augmented Reality Systems

G Ramajayam, T Sun, CC Tan, L Luo… - Proceedings of the First …, 2023 - dl.acm.org
The augmented reality (AR) Metaverse environment combines the physical and virtual world
together. Privacy is a major concern in AR since the cameras use to capture the physical …

Leveraging Multimodal Sensing for Enhancing the Security and Privacy of Mobile Systems

H Farrukh - 2023 - search.proquest.com
Mobile systems, such as smartphones, wearables (eg, smartwatches, AR/VR headsets), and
IoT devices, have come a long way from being just a method of communication to …