Datasets

SILK-TV: Secret Information Leakage from Keystroke Timing Videos

Telerobotic systems are used to perform critical tasks in sensitive environments. The security of these systems is of paramount importance, because compromising them can result in significant harm. This dataset represents a first step towards addressing threats that lead to illegitimate access to telerobotic devices. The data was collected via experiments in which users explored several scenes using a GeoMagic Phantom Omni haptic device. These scenes provided only limited visual feedback, and required users to interact with it by primarily relying on haptic feedback. We recorded how 32 users interacted with the haptic device over a total of 180 sessions.


Continuous and Transparent Authentication of Haptic Users

Telerobotic systems are used to perform critical tasks in sensitive environments. The security of these systems is of paramount importance, because compromising them can result in significant harm. This dataset represents a first step towards addressing threats that lead to illegitimate access to telerobotic devices. The data was collected via experiments in which users explored several scenes using a GeoMagic Phantom Omni haptic device. These scenes provided only limited visual feedback, and required users to interact with it by primarily relying on haptic feedback. We recorded how 32 users interacted with the haptic device over a total of 180 sessions.


Towards Energy-Efficient Privacy-Preserving Active Authentication of Stamrtphone Users

This dataset contains data recorded using a smartphone and two smartwatches during typing activities. Users were asked to walk down a hallway while answering a number of questions using a custom data collection app. During each session, a supervisor grabbed the smartphone from the hands of the subject without prior notice. The subjects were also asked to give the smartphone to the supervisor, and to place the smartphone on a desk in each session.