Identity authentication method and device
An identity authentication and user technology, applied in the field of network security, can solve the problems of limiting device security, enhancement, and difficulty in further improving accuracy, and achieve the effect of improving authentication security and accuracy
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[0020] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, the embodiments of the present invention will be further described in detail below in conjunction with the accompanying drawings. Here, the exemplary embodiments and descriptions of the present invention are used to explain the present invention, but not to limit the present invention.
[0021] The inventors concluded that the current identity authentication technology based on the behavior characteristics of smart mobile devices to improve the accuracy of identity authentication mainly focuses on proposing new biometric features and new machine learning algorithms. The selection of features fundamentally affects the performance of learning algorithms. Therefore, new and effective features are the key to improving the accuracy of identity authentication technology for smart mobile devices. However, the inventors have found through research that altho...
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