This work proposes an adversarial attack on the HMD systems to tamper the security by introducing perturbations in performance counter traces with an adversarial sample generator application. To craft the attack, we first deploy an adversarial sample predictor to predict the adversarial HPC pattern for a given application to be misclassified by ...

2023年1月1日 · The use of virtual reality (VR) with head-mounted displays (HMD) may cause side effects called cybersickness with symptoms comparable to those of motion sickness. In this study, we explored whether individual balance characteristics and self-reported tendency to motion sickness could be related to cybersickness vulnerability.

2021年4月10日 · Initially discovered in flight simulators, commercial virtual reality (VR) head-mounted displays (HMD) of the current generation also seem to cause CS, albeit in a different manner and severity. The goal of this work is to summarize recent literature on CS with modern HMDs, to determine the specificities and profile of immersive VR-caused CS ...

2021年8月14日 · This research proposes a novel deep fusion network to predict cybersickness severity from heterogeneous data readily available from the integrated HMD sensors. We extracted 1755 stereoscopic videos, eye-tracking, and head-tracking data along with the corresponding self-reported cybersickness severity collected from 30 participants during their ...

HMD-Global TA-1589 TA-1602 TA-1588 SoC UK Cyber security; HMD Pulse [TA-1589] FR; Nokia XR21. Nokia XR21 [TA-1486] Nokia XR21 UKCA [TA-1486] HMD-Global TA-1486 SoC UK Cyber security; HMD XR21. HMD XR21 [TA-1592] HMD XR21 UKSA [TA-1592] HMD XR21 SoC [TA-1592] Nokia XR20. Nokia XR20 SS [TA-1362 & TA-1368]

This research proposes a novel deep fusion network to predict cybersickness severity from heterogeneous data readily available from the integrated HMD sensors. We extracted 1755 stereoscopic videos, eye-tracking, and head-tracking data along with the corresponding self-reported cybersickness severity collected from 30 participants during their ...

TS-HMD leverages an LSTM model to analyze time series HPCs data from samples running in LXC. It achieves outstanding performance in classifying benign software and IoT malware, as well as in the classification of IoT malware families.

HMD primarily relies on the generated low-level microarchitectural events captured through Hardware Performance Counters (HPCs). This work proposes an adversarial attack on the HMD systems to tamper the security by introducing perturbations in performance counter traces with an adversarial sample generator application.

2021年8月10日 · Limited research has been done to predict cybersickness from the data readily available from the integrated sensors in head-mounted displays (HMDs) (e.g., head-tracking, eye-tracking, motion...

2014年9月12日 · The Cyber-I SXGA Bi-ocular by Cybermind was the first high resolution (SXGA) optical see-through HMD to be commerically available for Augmented Reality applications. It offers direct 3D image and stereo camera support from most PC's and is compatible with HMDI out for laptopps, smartphones and tablets.