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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

The metaverse is a nascent concept that envisions a virtual universe, a collaborative space where individuals can interact, create, and participate in a wide range of activities. Privacy in the metaverse is a critical concern as the concept…

Cryptography and Security · Computer Science 2023-10-18 Mahdi Alkaeed , Adnan Qayyum , Junaid Qadir

Extended reality (XR) devices have become ubiquitous. They are equipped with arrays of sensors, collecting extensive user and environmental data, allowing inferences about sensitive user information users may not realize they are sharing.…

Human-Computer Interaction · Computer Science 2025-03-17 Viktorija Paneva , Verena Winterhalter , Naga Sai Surya Vamsy Malladi , Marvin Strauss , Stefan Schneegass , Florian Alt

Virtual reality (VR) is a multibillionaire market that keeps growing, year after year. As VR is becoming prevalent in households and small businesses, it is critical to address the effects that this technology might have on the privacy and…

Cryptography and Security · Computer Science 2024-12-24 Alberto Giaretta

In recent years, VR and AR has exploded into a multimillionaire market. As this emerging technology has spread to a variety of businesses and is rapidly increasing among users. It is critical to address potential privacy and security…

Cryptography and Security · Computer Science 2022-12-12 Parth Dipakkumar Patel , Prem Trivedi

As Mixed Reality (MR) devices become increasingly popular across industries, they raise significant privacy and ethical concerns due to their capacity to collect extensive data on users and their environments. This paper highlights the…

Human-Computer Interaction · Computer Science 2024-09-04 Marvin Strauss , Viktorija Paneva , Florian Alt , Stefan Schneegass

The development of artificial intelligence has significantly transformed people's lives. However, it has also posed a significant threat to privacy and security, with numerous instances of personal information being exposed online and…

Cryptography and Security · Computer Science 2024-02-28 Le Yang , Miao Tian , Duan Xin , Qishuo Cheng , Jiajian Zheng

The explosive growth of machine learning has made it a critical infrastructure in the era of artificial intelligence. The extensive use of data poses a significant threat to individual privacy. Various countries have implemented…

Cryptography and Security · Computer Science 2024-06-11 Hengzhu Liu , Ping Xiong , Tianqing Zhu , Philip S. Yu

This position paper explores the possibilities and challenges of using Virtual Reality (VR) in remote user studies. Highlighting the immersive nature of VR, the paper identifies key vulnerabilities, including varying technical proficiency,…

Human-Computer Interaction · Computer Science 2024-04-30 Viktorija Paneva , Florian Alt

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

The newly emerged machine learning (e.g. deep learning) methods have become a strong driving force to revolutionize a wide range of industries, such as smart healthcare, financial technology, and surveillance systems. Meanwhile, privacy has…

Machine Learning · Computer Science 2020-11-25 Bo Liu , Ming Ding , Sina Shaham , Wenny Rahayu , Farhad Farokhi , Zihuai Lin

The 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 tracking offers not only a hands-free way of…

Human-Computer Interaction · Computer Science 2026-01-21 Efe Bozkir , Süleyman Özdel , Mengdi Wang , Brendan David-John , Hong Gao , Kevin Butler , Eakta Jain , Enkelejda Kasneci

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

Mixed reality (MR) technology development is now gaining momentum due to advances in computer vision, sensor fusion, and realistic display technologies. With most of the research and development focused on delivering the promise of MR,…

Cryptography and Security · Computer Science 2020-06-11 Jaybie A. de Guzman , Kanchana Thilakarathna , Aruna Seneviratne

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

Commercial companies that collect user data on a large scale have been the main beneficiaries of this trend since the success of deep learning techniques is directly proportional to the amount of data available for training. Massive data…

Cryptography and Security · Computer Science 2020-06-30 Saichethan Miriyala Reddy , Saisree Miriyala

Recent advances in machine learning have enabled its wide application in different domains, and one of the most exciting applications is autonomous vehicles (AVs), which have encouraged the development of a number of ML algorithms from…

Artificial Intelligence · Computer Science 2022-09-12 Chulin Xie , Zhong Cao , Yunhui Long , Diange Yang , Ding Zhao , Bo Li

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

Mobile Augmented Reality (AR) applications leverage various sensors to provide immersive user experiences. However, their reliance on diverse data sources introduces significant privacy challenges. This paper investigates user perceptions…

Human-Computer Interaction · Computer Science 2025-06-26 Viktorija Paneva , Verena Winterhalter , Franziska Augustinowski , Florian Alt

Commercial Virtual Reality (VR) transforms people's virtual experiences but introduces deceptive design opportunities that threaten user privacy. Although privacy deceptive patterns on 2D platforms are well-documented, their impacts in VR…

Human-Computer Interaction · Computer Science 2026-05-12 Hilda Hadan , Michaela Valiquette , Lennart E. Nacke , Leah Zhang-Kennedy
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