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With the recent explosive growth of interest and investment in virtual reality (VR) and the so-called "metaverse," public attention has rightly shifted toward the unique security and privacy threats that these platforms may pose. While it…

Cryptography and Security · Computer Science 2023-10-25 Vivek Nair , Wenbo Guo , Justus Mattern , Rui Wang , James F. O'Brien , Louis Rosenberg , Dawn Song

Fifty study participants playtested an innocent-looking "escape room" game in virtual reality (VR). Within just a few minutes, an adversarial program had accurately inferred over 25 of their personal data attributes, from anthropometrics…

Cryptography and Security · Computer Science 2023-12-14 Vivek Nair , Gonzalo Munilla Garrido , Dawn Song , James F. O'Brien

In recent years, social virtual reality (VR), sometimes described as the "metaverse," has become widely available. With its potential comes risks, including risks to privacy. To understand these risks, we study the identifiability of…

Cryptography and Security · Computer Science 2023-03-03 Mark Roman Miller , Eugy Han , Cyan DeVeaux , Eliot Jones , Ryan Chen , Jeremy N. Bailenson

Virtual reality (VR) sensors capture large amounts of user data, including body motion and eye tracking, that contain personally identifying information. While privacy-enhancing techniques can obfuscate this data, incomplete privacy…

Human-Computer Interaction · Computer Science 2025-03-07 Samantha Aziz , Oleg Komogortsev

Virtual reality (VR) platforms enable a wide range of applications, however, pose unique privacy risks. In particular, VR devices are equipped with a rich set of sensors that collect personal and sensitive information (e.g., body motion,…

Human-Computer Interaction · Computer Science 2024-09-24 Ismat Jarin , Yu Duan , Rahmadi Trimananda , Hao Cui , Salma Elmalaki , Athina Markopoulou

Virtual Reality (VR) is an exciting new consumer technology which offers an immersive audio-visual experience to users through which they can navigate and interact with a digitally represented 3D space (i.e., a virtual world) using a…

Cryptography and Security · Computer Science 2024-04-16 Mohd Sabra , Nisha Vinayaga Sureshkanth , Ari Sharma , Anindya Maiti , Murtuza Jadliwala

Virtual reality (VR) and "metaverse" systems have recently seen a resurgence in interest and investment as major technology companies continue to enter the space. However, recent studies have demonstrated that the motion tracking…

Human-Computer Interaction · Computer Science 2023-11-10 Vivek Nair , Wenbo Guo , James F. O'Brien , Louis Rosenberg , Dawn Song

Virtual reality (VR) platforms and apps collect user sensor data, including motion, facial, eye, and hand data, in abstracted form. These data may expose users to unique privacy risks without their knowledge or meaningful awareness, yet the…

Cryptography and Security · Computer Science 2026-01-21 Ismat Jarin , Olivia Figueira , Yu Duan , Tu Le , Athina Markopoulou

The emergence of affordable standalone virtual reality (VR) devices has allowed VR technology to reach mass-market adoption in recent years, driven primarily by the popularity of VR gaming applications such as Beat Saber. However, despite…

Human-Computer Interaction · Computer Science 2023-05-31 Vivek Nair , Viktor Radulov , James F. O'Brien

Virtual Reality (VR) technology has gained substantial traction and has the potential to transform a number of industries, including education, entertainment, and professional sectors. Nevertheless, concerns have arisen about the security…

Cryptography and Security · Computer Science 2026-03-13 Sheikh Samit Muhaimin , Spyridon Mastorakis

Task-based behavioral biometric authentication of users interacting in virtual reality (VR) environments enables seamless continuous authentication by using only the motion trajectories of the person's body as a unique signature. Deep…

Machine Learning · Computer Science 2024-01-31 Mingjun Li , Natasha Kholgade Banerjee , Sean Banerjee

Current Virtual Reality (VR) input devices make it possible to navigate a virtual environment and record immersive, personalized data regarding the user's movement and specific behavioral habits, which brings the question of the user's…

Human-Computer Interaction · Computer Science 2023-02-07 Aryabrata Basu , Mohammad Jahed Murad Sunny , Jayasri Sai Nikitha Guthula

With the unprecedented diffusion of virtual reality, the number of application scenarios is continuously growing. As commercial and gaming applications become pervasive, the need for the secure and convenient identification of users, often…

Multimedia · Computer Science 2025-04-30 Sara Baldoni , Salim Benhamadi , Federico Chiariotti , Michele Zorzi , Federica Battisti

Virtual and Augmented Reality (VR, AR) are increasingly gaining traction thanks to their technical advancement and the need for remote connections, recently accentuated by the pandemic. Remote surgery, telerobotics, and virtual offices are…

Human-Computer Interaction · Computer Science 2022-09-23 Pier Paolo Tricomi , Federica Nenna , Luca Pajola , Mauro Conti , Luciano Gamberini

Virtual reality (VR) is not a new technology but has been in development for decades, driven by advances in computer technology. Currently, VR technology is increasingly being used in applications to enable immersive, yet controlled…

Human-Computer Interaction · Computer Science 2022-11-24 Hong Gao

Facial motion capture in mixed reality headsets enables real-time avatar animation, allowing users to convey non-verbal cues during virtual interactions. However, as facial motion data constitutes a behavioral biometric, its use raises…

Cryptography and Security · Computer Science 2025-07-16 Adriano Castro , Simon Hanisch , Matin Fallahi , Thorsten Strufe

Virtual Reality (VR) has gained popularity by providing immersive and interactive experiences without geographical limitations. It also provides a sense of personal privacy through physical separation. In this paper, we show that despite…

Cryptography and Security · Computer Science 2023-10-26 Zhuolin Yang , Zain Sarwar , Iris Hwang , Ronik Bhaskar , Ben Y. Zhao , Haitao Zheng

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 major medium for accessing and interacting with the…

Human-Computer Interaction · Computer Science 2023-11-09 Gonzalo Munilla Garrido , Vivek Nair , Dawn Song

Virtual Reality (VR) technology has become increasingly popular in recent years as a key enabler of the Metaverse. VR applications have unique characteristics, including the revolutionized human-computer interaction mechanisms, that…

Software Engineering · Computer Science 2023-08-15 Shuqing Li , Lili Wei , Yepang Liu , Cuiyun Gao , Shing-Chi Cheung , Michael R. Lyu

Virtual Reality (VR) technologies offer immersive experiences but collect substantial user data. While deceptive design is well-studied in 2D platforms, little is known about its manifestation in VR environments and its impact on user…

Human-Computer Interaction · Computer Science 2025-09-15 Hilda Hadan , Michaela Valiquette , Lennart E. Nacke , Leah Zhang-Kennedy
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