基于FUZZY ARTMAP算法的手机解锁方法  

Mobile phone identification method based on FUZZY ARTMAP algorithm

作　　者：高金辉 赵奕芳 GAO Jinhui;ZHAO Yifang(College of Electronics and Electrical Engineering, Henan Normal University, Xinxiang 453007, China)

机构地区：[1]河南师范大学电子与电气工程学院

出　　处：《实验技术与管理》2019年第10期144-147,共4页Experimental Technology and Management

基　　金：教育部产学合作协同育人项目(201701064018)

摘　　要：为提供更好的手机信息安全保护,提出了一种基于个人习惯的敲击节奏手机解锁方法.利用手机的内置器件采集用户数据,并对用户敲击手机触摸屏的节奏进行数据处理,再通过FUZZY ARTMAP算法进行快速学习,决策手机的解锁行为.该方法不需要特殊的硬件设备,仅基于Android手机平台和Java语言,实现了手机身份解锁认证,实验结果证明了基于FUZZY ARTMAP算法的手机解锁方法的有效性.In order to provide better information security protection for mobile phones, a method of unlocking mobile phones based on personal habits with tapping rhythm is proposed. Users’ data are collected by the built-in device of mobile phones, and the rhythm of users’ tapping on touch the screen of the mobile phone is processed. Then FUZZY ARTMAP algorithm is used for fast learning to decide the unlocking behavior of the mobile phone. This method does not need special hardware devices, and only based on Android mobile phone platform and Java language, it achieves mobile phone identity unlock authentication. The experimental results prove the validity of mobile phone unlocking based on FUZZY ARTMAP algorithm.

关 键 词：手机解锁 FUZZYARTMAP算法 个人信息安全 隐私保护 

分 类 号：TP391.4[自动化与计算机技术—计算机应用技术]