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DEVICE AUTHENTICATION BASED ON BEHAVIOR CLASSIFICATION USING CONVOLUTION NEURAL NETWORK
DEVICE AUTHENTICATION BASED ON BEHAVIOR CLASSIFICATION USING CONVOLUTION NEURAL NETWORK
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机译:基于卷积神经网络的行为分类的设备认证
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摘要
A method of authenticating a user on a mobile device includes gathering samples of behavioral data of the user from multiple sensors of the mobile device, each sensor generating a different number of samples. The method also includes normalizing the samples to have a same number of samples for each sensor. The method further includes extracting, with a convolutional neural network, features from the normalized samples and authenticating the user based on the extracted features.
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