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- W2527935001 abstract "Losing smartphones is a troublesome thing as smartphones are playing an important role in our daily lives. As smartwatches become popular, we argue that smartwatches can play a role in smartphone antitheft design. In this paper, we propose i-Shield, a real-time antitheft system that leverages accelerometers and gyroscopes of smartphones and smartwatches to prevent smartphone being stolen. As opposed to existing solutions which are based on Bluetooth, NFC, or GPS tracking, i-Shield follows a practical manner to achieve the goal of real-time antitheft for smartphones. i-Shield recognizes taken-out events of smartphones using a supervised classifier, and applies a dynamic time warping (DTW) scheme to recognize whether the events are caused by users themselves. We conduct a series of experiments on iPhone6 and iPhone4s, and the evaluation results show that our system can achieve 97.4 % true positive rate of recognizing taken-out actions, and classify taken-out actions with misclassification rate of 1.12 %." @default.
- W2527935001 created "2016-10-14" @default.
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- W2527935001 date "2016-01-01" @default.
- W2527935001 modified "2023-09-28" @default.
- W2527935001 title "i-Shield: A System to Protect the Security of Your Smartphone" @default.
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- W2527935001 doi "https://doi.org/10.1007/978-3-319-47650-6_36" @default.
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