When xr and ai meet-a scoping review on extended reality and artificial intelligence

T Hirzle, F Müller, F Draxler, M Schmitz… - Proceedings of the …, 2023 - dl.acm.org
Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led
to an emerging body of literature in their intersection. However, the main topics in this …

Identifying virtual reality users across domain-specific tasks: A systematic investigation of tracked features for assembly

AG Moore, TD Do, N Ruozzi… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Recently, there has been much interest in using virtual reality (VR) tracking data to
authenticate or identify users. Most prior research has relied on task-specific characteristics …

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 …

Exploring the stability of behavioral biometrics in virtual reality in a remote field study: Towards implicit and continuous user identification through body movements

J Liebers, C Burschik, U Gruenefeld… - Proceedings of the 29th …, 2023 - dl.acm.org
Behavioral biometrics has recently become a viable alternative method for user identification
in Virtual Reality (VR). Its ability to identify users based solely on their implicit interaction …

Cuevr: Studying the usability of cue-based authentication for virtual reality

Y Abdelrahman, F Mathis, P Knierim, A Kettler… - Proceedings of the …, 2022 - dl.acm.org
Existing virtual reality (VR) authentication schemes are either slow or prone to observation
attacks. We propose CueVR, a cue-based authentication scheme that is resilient against …

Secure and memorable authentication using dynamic combinations of 3d objects in virtual reality

J Wang, BY Gao, H Tu, HN Liang, Z Liu… - … Journal of Human …, 2024 - Taylor & Francis
Abstract As Virtual Reality (VR) applications gain popularity, the need for a secure, usable,
and memorable user authentication method becomes crucial. However, security and privacy …

Kinetic Signatures: A Systematic Investigation of Movement-Based User Identification in Virtual Reality

J Liebers, P Laskowski, F Rademaker, L Sabel… - Proceedings of the CHI …, 2024 - dl.acm.org
Behavioral Biometrics in Virtual Reality (VR) enable implicit user identification by leveraging
the motion data of users' heads and hands from their interactions in VR. This spatiotemporal …

Motion Passwords

C Rack, L Schach, F Achter, Y Shehada, J Lin… - Proceedings of the 30th …, 2024 - dl.acm.org
This paper introduces “Motion Passwords”, a novel biometric authentication approach where
virtual reality users verify their identity by physically writing a chosen word in the air with their …

Useckit: An Open-Source Deep-Learning Toolkit Bundling State-Of-The-Art Algorithms for Evaluating Behavioral Biometrics

J Liebers, T Kley, C Liebers… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
There is an endeavor in the Human-Computer Interaction (HCI) community to create novel
authentication schemes so that passwords finally become obsolete and practical security is …

Gender Identification of VR Users by Machine Learning Tracking Data

QJ Wang, RP McMahan - … Conference on Virtual Reality and 3D …, 2024 - ieeexplore.ieee.org
Gender identification of virtual reality (VR) users by machine learning tracking data could
afford personalized experiences, including mitigation of expected human factors or …