DPGazeSynth: Enhancing eye-tracking virtual reality privacy with differentially private data synthesis

X Ren, J Fan, N Xu, S Wang, C Dong, Z Wen - Information Sciences, 2024 - Elsevier
As spatial computing devices increasingly integrate eye-tracking technology to enhance
virtual reality (VR) experiences, the imperative to protect sensitive eye-tracking data against …

Privacy-preserving datasets of eye-tracking samples with applications in XR

B David-John, K Butler, E Jain - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Virtual and mixed-reality (XR) technology has advanced significantly in the last few years
and will enable the future of work, education, socialization, and entertainment. Eye-tracking …

Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience

E Wilson, A Ibragimov, MJ Proulx… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Eye tracking is routinely being incorporated into virtual reality (VR) systems. Prior research
has shown that eye tracking data, if exposed, can be used for re-identification attacks [14] …

Differential privacy for eye tracking with temporal correlations

E Bozkir, O Günlü, W Fuhl, RF Schaefer, E Kasneci - Plos one, 2021 - journals.plos.org
New generation head-mounted displays, such as VR and AR glasses, are coming into the
market with already integrated eye tracking and are expected to enable novel ways of …

Privacy-aware eye tracking using differential privacy

J Steil, I Hagestedt, MX Huang, A Bulling - Proceedings of the 11th ACM …, 2019 - dl.acm.org
With eye tracking being increasingly integrated into virtual and augmented reality (VR/AR)
head-mounted displays, preserving users' privacy is an ever more important, yet under …

For your eyes only: Privacy-preserving eye-tracking datasets

B David-John, K Butler, E Jain - 2022 Symposium on Eye Tracking …, 2022 - dl.acm.org
Eye-tracking is a critical source of information for understanding human behavior and
developing future mixed-reality technology. Eye-tracking enables applications that classify …

Eye-tracked virtual reality: a comprehensive survey on methods and privacy challenges

E Bozkir, S Özdel, M Wang, B David-John… - arXiv preprint arXiv …, 2023 - arxiv.org
Latest developments in computer hardware, sensor technologies, and artificial intelligence
can make virtual reality (VR) and virtual spaces an important part of human everyday life …

RNN-DP: A new differential privacy scheme base on Recurrent Neural Network for Dynamic trajectory privacy protection

S Chen, A Fu, J Shen, S Yu, H Wang, H Sun - Journal of Network and …, 2020 - Elsevier
Mobile devices furnish users with various services while on the move, but also raise public
concerns about trajectory privacy. Unfortunately, traditional privacy protection methods, such …

Otus: A gaze model-based privacy control framework for eye tracking applications

M Hu, Z Luo, Y Zhou, X Liu, D Wu - IEEE INFOCOM 2022-IEEE …, 2022 - ieeexplore.ieee.org
Eye tracking techniques have been widely adopted by a wide range of devices (eg, AR/VR
headsets, smartphones) to enhance user experiences. However, eye gaze data is private in …

Exploiting the Uncoordinated Privacy Protections of Eye Tracking and VR Motion Data for Unauthorized User Identification

S Aziz, O Komogortsev - arXiv preprint arXiv:2411.12766, 2024 - arxiv.org
Virtual reality (VR) devices use a variety of sensors to capture a rich body of user-generated
data, which can be misused by malicious parties to covertly infer information about the user …