Temporal effects in motion behavior for virtual reality (VR) biometrics

R Miller, NK Banerjee… - 2022 IEEE Conference on …, 2022 - ieeexplore.ieee.org
Using the motion behavior of users in virtual reality (VR) as a biometric signature has the
potential to enable continuous identification and authentication of users without …

Combining real-world constraints on user behavior with deep neural networks for virtual reality (vr) biometrics

R Miller, NK Banerjee… - 2022 IEEE Conference on …, 2022 - ieeexplore.ieee.org
Deep networks have demonstrated enormous potential for identification and authentication
using behavioral biometrics in virtual reality (VR). However, existing VR behavioral …

Combining pairwise feature matches from device trajectories for biometric authentication in virtual reality environments

A Ajit, NK Banerjee, S Banerjee - 2019 IEEE International Conference …, 2019 - computer.org
In this paper we provide an approach to perform seamless continual biometric
authentication of users in virtual reality (VR) environments by combining position and …

Within-system and cross-system behavior-based biometric authentication in virtual reality

R Miller, NK Banerjee… - 2020 IEEE Conference on …, 2020 - ieeexplore.ieee.org
In this paper, we perform the first analysis of behavior-based authentication within and
across multiple virtual reality (VR) systems. The proliferation of VR in everyday applications …

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 …

Unsure how to authenticate on your vr headset? come on, use your head!

T Mustafa, R Matovu, A Serwadda… - Proceedings of the Fourth …, 2018 - dl.acm.org
For security-sensitive Virtual Reality (VR) applications that require the end-user to enter
authenticatioan credentials within the virtual space, a VR user's inability to see (potentially …

Understanding user identification in virtual reality through behavioral biometrics and the effect of body normalization

J Liebers, M Abdelaziz, L Mecke, A Saad… - Proceedings of the …, 2021 - dl.acm.org
Virtual Reality (VR) is becoming increasingly popular both in the entertainment and
professional domains. Behavioral biometrics have recently been investigated as a means to …

MetaFL: Privacy-preserving User Authentication in Virtual Reality with Federated Learning

R Cheng, Y Wu, A Kundu, H Latapie, M Lee… - Proceedings of the …, 2024 - dl.acm.org
The increasing popularity of virtual reality (VR) has stressed the importance of authenticating
VR users while preserving their privacy. Behavioral biometrics, owing to their robustness …

Realtime behavior-based continual authentication of users in virtual reality environments

R Miller, A Ajit, NK Banerjee… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
In this work, we present a realtime interactive system that uses the trajectories of the device
controllers and headset of a virtual reality (VR) system to perform continual authentication of …

Human identification using neural network-based classification of periodic behaviors in virtual reality

DM Pham - 2018 IEEE Conference on Virtual Reality and 3D …, 2018 - ieeexplore.ieee.org
There are a lot of techniques that help computer systems or devices identify their users in
order to not only protect privacy, personal information, and sensitive data but also provide …