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- W2079259462 abstract "Continuous authentication modalities allow a device to authenticate users transparently without interrupting them or requiring their attention. This is especially important on smartphones, which are more prone to be lost or stolen than regular computers, and carry plenty of sensitive information. There is a multitude of signals that can be harnessed for continuous authentication on mobile devices, such as touch input, accelerometer, and gyroscope, etc. However, existing public datasets include only a handful of them, limiting the ability to do experiments that involve multiple modalities. To fill this gap, we performed a large-scale user study to collect a wide spectrum of signals on smartphones. Our dataset combines more modalities than existing datasets, including movement, orientation, touch, gestures, and pausality. This dataset has been used to evaluate our new behavioral modality named Hand Movement, Orientation, and Grasp (H-MOG). This poster reports on the data collection process and outcomes, as well as preliminary authentication results." @default.
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- W2079259462 date "2014-11-03" @default.
- W2079259462 modified "2023-10-02" @default.
- W2079259462 title "A multimodal data set for evaluating continuous authentication performance in smartphones" @default.
- W2079259462 cites W2151854612 @default.
- W2079259462 doi "https://doi.org/10.1145/2668332.2668366" @default.
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