IEICE Communications Express
Online ISSN : 2187-0136
ISSN-L : 2187-0136

This article has now been updated. Please use the final version.

Real-time Detection System for Smartphone Zombie Based on Machine Learning
Tomotaka WadaAkito Shikishima
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JOURNAL FREE ACCESS Advance online publication

Article ID: 2020XBL0025

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Abstract

In this paper, we propose a real-time detection system for smartphone zombie (smombie) base on machine learning. The feature of this study is that it does not use cameras and external devices, which are often seen in studies focused on smombie. The proposed system uses four kinds of brightness, acceleration, gyro and motion sensors. We find the effectiveness of the proposed system by experiments for 10 examinees. We show it can detect smombie with 93 % accuracy.

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© 2020 The Institute of Electronics, Information and Communication Engineers
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