典型文献
Never Lost Keys:A Novel Key Generation Scheme Based on Motor Imagery EEG in End-Edge-Cloud System
文献摘要：
Biometric key is generated from the user's unique biometric features, and can effectively solve the security problems in cryptography. However, the current prevailing biometric key generation techniques such as fingerprint recognition and facial recognition are poor in randomness and can be forged easily. According to the characteristics of Electroencephalo-graphic(EEG) signals such as the randomness, non-linear and non-stationary etc., it can significantly avoid these flaws. This paper proposes a novel method to generate keys based on EEG signals with end-edge-cloud collaboration computing. Using sensors to mea-sure motor imagery EEG data, the key is generated via pre-processing, feature extraction and classification. Experiments show the total time consumption of the key generation process is about 2.45s. Our scheme is practical and feasible, which provides a research route to generate biometric keys using EEG data.
文献关键词：
中图分类号：
作者姓名：
Yichuan Wang;Dan Wu;Xiaoxue Liu;Xinhong Hei
作者机构：
School of computer science and Engineering,Xi'an University of Technology,Xi'an 710048,China;Shaanxi Key Laboratory for Network Computing and Security Technology,Xi'an 710048,China
文献出处：
引用格式：
[1]Yichuan Wang;Dan Wu;Xiaoxue Liu;Xinhong Hei-.Never Lost Keys:A Novel Key Generation Scheme Based on Motor Imagery EEG in End-Edge-Cloud System)[J].中国通信（英文版）,2022(07):172-184
A类：
Electroencephalo
B类：
Never,Lost,Keys,Novel,Generation,Scheme,Based,Motor,Imagery,EEG,End,Edge,Cloud,System,Biometric,generated,from,user,unique,biometric,features,effectively,solve,security,problems,cryptography,However,current,prevailing,generation,techniques,such,fingerprint,recognition,facial,are,poor,randomness,be,forged,easily,According,characteristics,graphic,signals,linear,stationary,etc,significantly,avoid,these,flaws,This,paper,proposes,novel,method,keys,end,edge,cloud,collaboration,computing,Using,sensors,mea,sure,motor,imagery,data,via,processing,extraction,classification,Experiments,show,total,consumption,about,45s,Our,scheme,practical,feasible,which,provides,research,route,using
AB值：
0.662051
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机标中图分类号，由域田数据科技根据网络公开资料自动分析生成，仅供学习研究参考。
