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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.
Recognizing friends by their walk: Gait perception without familiarity cues
James E. Cutting and Lynn T. Kozlowski · 1977
Earlier work this paper cites.
Recognizing the sex of a walker from a dynamic point-light display
Lynn T. Kozlowski and James E. Cutting · 1977
Earlier work this paper cites.
Automatic joint parameter estimation from magnetic motion capture data
James F. O’Brien, Robert E. Bodenheimer, Gabriel J. Brostow, and Jessica K. Hodgins · 2000
Earlier work this paper cites.
Random forests
Leo Breiman · 2001
Earlier work this paper cites.
Skeletal parameter estimation from optical motion capture data
Adam G. Kirk, James F. O’Brien, and David A. Forsyth · 2005
Earlier work this paper cites.
Gender recognition from point-light walkers
Frank E. Pollick, Jim W. Kay, Katrin Heim, and Rebecca Stringer · 2005
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
Convolutional deep belief networks on cifar-10
Alex Krizhevsky and Geoff Hinton · 2010
Earlier work this paper cites.
The mnist database of handwritten digit images for machine learning research [best of the web]
Li Deng · 2012
Earlier work this paper cites.
Effective 20 newsgroups dataset cleaning
Khaled Albishre, Mubarak Albathan, and Yuefeng Li · 2015
Cited alongside, same era.
Deep learning
Ian Goodfellow, Yoshua Bengio, and Aaron Courville · 2016
Cited alongside, same era.
Is the Motion of a Child Perceivably Different from the Motion of an Adult?
Eakta Jain, Lisa Anthony, Aishat Aloba, Amanda Castonguay, Isabella Cuba, Alex Shaw, and Julia Woodward · 2016
Cited alongside, same era.
Xgboost: extreme gradient boosting
Tianqi Chen, Tong He, Michael Benesty, Vadim Khotilovich, Yuan Tang, Hyunsu Cho, Kailong Chen, Rory Mitchell, Ignacio Cano, Tianyi Zhou, et al · 2017
Cited alongside, same era.
Tree-based models
Linda A Clark and Daryl Pregibon · 2017
Cited alongside, same era.
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
Guolin Ke, Qi Meng, Thomas Finley, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, and Tie-Yan Liu · 2017
Cited alongside, same era.
Personal identifiability of user tracking data during observation of 360-degree VR video
Mark Roman Miller, Fernanda Herrera, Hanseul Jun, James A. Landay, and Jeremy N. Bailenson · 2020
Later among the works it cites.
Understanding User Identification in Virtual Reality Through Behavioral Biometrics and the Effect of Body Normalization
Jonathan Liebers, Mark Abdelaziz, Lukas Mecke, Alia Saad, Jonas Auda, Uwe Gruenefeld, Florian Alt, and Stefan Schneegass · 2021
Later among the works it cites.
Beat Saber generated more revenue in 2021 than the next five biggest apps combined, August 2022
Jan Wöbbeking · 2021
Later among the works it cites.
Exploring the Unprecedented Privacy Risks of the Metaverse, July 2022
Vivek Nair, Gonzalo Munilla Garrido, and Dawn Song · 2022
Later among the works it cites.
BS Open Replay, September 2022
Viktor Radulov · 2022
Later among the works it cites.
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
Cited alongside, same era.
Behavioural Biometrics in VR: Identifying People from Body Motion and Relations in Virtual Reality
Ken Pfeuffer, Matthias J. Geiger, Sarah Prange, Lukas Mecke, Daniel Buschek, and Florian Alt · 2019
Cited alongside, same era.
Beat Saber
Beat Games
Cited in the paper.
BeatLeader
Viktor Radulov
Cited in the paper.
Most played VR Games Steam Charts
SteamDB
Cited in the paper.
Pier Paolo Tricomi, Federica Nenna, Luca Pajola, Mauro Conti, and Luciano Gamberini · 2022
Later among the works it cites.
SoK: Data Privacy in Virtual Reality, January 2023
Gonzalo Munilla Garrido, Vivek Nair, and Dawn Song · 2023
Closest in time.
VR Headset Sales Underperform Expectations, What Does It Mean For The Metaverse In 2023?
Q. ai-Powering a Personal Wealth Movement · 2023
Closest in time.