Security, privacy, and usability in continuous authentication: A survey

AF Baig, S Eskeland - Sensors, 2021 - mdpi.com
Continuous authentication has been proposed as a possible approach for passive and
seamless user authentication, using sensor data comprising biometric, behavioral, and …

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 …

Eye know you too: Toward viable end-to-end eye movement biometrics for user authentication

D Lohr, OV Komogortsev - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
Eye movement biometrics (EMB) is a relatively recent behavioral biometric modality that may
have the potential to become the primary authentication method in virtual-and augmented …

A privacy-preserving approach to streaming eye-tracking data

B David-John, D Hosfelt, K Butler… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Eye-tracking technology is being increasingly integrated into mixed reality devices. Although
critical applications are being enabled, there are significant possibilities for violating user …

" Get in Researchers; We're Measuring Reproducibility": A Reproducibility Study of Machine Learning Papers in Tier 1 Security Conferences

D Olszewski, A Lu, C Stillman, K Warren… - Proceedings of the …, 2023 - dl.acm.org
Reproducibility is crucial to the advancement of science; it strengthens confidence in
seemingly contradictory results and expands the boundaries of known discoveries …

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 …

{Kalεido}:{Real-Time} privacy control for {Eye-Tracking} systems

J Li, AR Chowdhury, K Fawaz, Y Kim - 30th USENIX security symposium …, 2021 - usenix.org
Recent advances in sensing and computing technologies have led to the rise of eye-tracking
platforms. Ranging from mobiles to high-end mixed reality headsets, a wide spectrum of …

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 …

User authentication by eye movement features employing SVM and XGBoost classifiers

P Odya, F Górski, A Czyżewski - IEEE Access, 2023 - ieeexplore.ieee.org
Devices capable of tracking the user's gaze have become significantly more affordable over
the past few years, thus broadening their application, including in-home and office …

Eyedrive: A deep learning model for continuous driver authentication

B Taha, SNA Seha, DY Hwang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Eye movement (EM) is considerably a new behavioral modality for biometric authentication.
In this work, we use this modality in the context of continuous driver authentication. Existing …