A survey on differential privacy for unstructured data content
Huge amounts of unstructured data including image, video, audio, and text are ubiquitously
generated and shared, and it is a challenge to protect sensitive personal information in …
generated and shared, and it is a challenge to protect sensitive personal information in …
Embedding large language models into extended reality: Opportunities and challenges for inclusion, engagement, and privacy
Advances in artificial intelligence and human-computer interaction will likely lead to
extended reality (XR) becoming pervasive. While XR can provide users with interactive …
extended reality (XR) becoming pervasive. While XR can provide users with interactive …
Vreed: Virtual reality emotion recognition dataset using eye tracking & physiological measures
The paper introduces a multimodal affective dataset named VREED (VR Eyes: Emotions
Dataset) in which emotions were triggered using immersive 360° Video-Based Virtual …
Dataset) in which emotions were triggered using immersive 360° Video-Based Virtual …
One parameter defense—defending against data inference attacks via differential privacy
Machine learning models are vulnerable to data inference attacks, such as membership
inference and model inversion attacks. In these types of breaches, an adversary attempts to …
inference and model inversion attacks. In these types of breaches, an adversary attempts to …
You can't hide behind your headset: User profiling in augmented and virtual reality
Augmented and Virtual Reality (AR and VR), collectively known as Extended Reality (XR),
are increasingly gaining traction thanks to their technical advancement and the need for …
are increasingly gaining traction thanks to their technical advancement and the need for …
A privacy-preserving approach to streaming eye-tracking data
Eye-tracking technology is being increasingly integrated into mixed reality devices. Although
critical applications are being enabled, there are significant possibilities for violating user …
critical applications are being enabled, there are significant possibilities for violating user …
Sok: Data privacy in virtual reality
GM Garrido, V Nair, D Song - arXiv preprint arXiv:2301.05940, 2023 - arxiv.org
The adoption of virtual reality (VR) technologies has rapidly gained momentum in recent
years as companies around the world begin to position the so-called" metaverse" as the next …
years as companies around the world begin to position the so-called" metaverse" as the next …
Privacy-preserving datasets of eye-tracking samples with applications in XR
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 …
and will enable the future of work, education, socialization, and entertainment. Eye-tracking …
Exploring gender differences in computational thinking learning in a vr classroom: Developing machine learning models using eye-tracking data and explaining the …
Understanding existing gender differences in the development of computational thinking
skills is increasingly important for gaining valuable insights into bridging the gender gap …
skills is increasingly important for gaining valuable insights into bridging the gender gap …
Exploiting object-of-interest information to understand attention in VR classrooms
Recent developments in computer graphics and hardware technology enable easy access
to virtual reality headsets along with integrated eye trackers, leading to mass usage of such …
to virtual reality headsets along with integrated eye trackers, leading to mass usage of such …