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首页> 外文期刊>EURASIP journal on advances in signal processing >Biometric Methods for Secure Communications in Body Sensor Networks: Resource-Efficient Key Management and Signal-Level Data Scrambling
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Biometric Methods for Secure Communications in Body Sensor Networks: Resource-Efficient Key Management and Signal-Level Data Scrambling

机译:人体传感器网络中安全通信的生物识别方法:资源高效的密钥管理和信号级数据加密

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摘要

As electronic communications become more prevalent, mobile and universal, the threats of data compromises also accordingly loom larger. In the context of a body sensor network (BSN), which permits pervasive monitoring of potentially sensitive medical data, security and privacy concerns are particularly important. It is a challenge to implement traditional security infrastructures in these types of lightweight networks since they are by design limited in both computational and communication resources. A key enabling technology for secure communications in BSN's has emerged to be biometrics. In this work, we present two complementary approaches which exploit physiological signals to address security issues: (1) a resource-efficient key management system for generating and distributing cryptographic keys to constituent sensors in a BSN; (2) a novel data scrambling method, based on interpolation and random sampling, that is envisioned as a potential alternative to conventional symmetric encryption algorithms for certain types of data. The former targets the resource constraints in BSN's, while the latter addresses the fuzzy variability of biometric signals, which has largely precluded the direct application of conventional encryption. Using electrocardiogram (ECG) signals as biometrics, the resulting computer simulations demonstrate the feasibility and efficacy of these methods for delivering secure communications in BSN's.
机译:随着电子通信变得越来越普遍,移动和通用,数据泄露的威胁也随之增大。在允许对潜在敏感医学数据进行全面监视的人体传感器网络(BSN)的背景下,安全性和隐私问题尤为重要。在这些类型的轻量级网络中实现传统的安全基础结构是一个挑战,因为它们在设计上受到计算和通信资源的限制。 BSN中用于安全通信的一项关键启用技术已经成为生物识别技术。在这项工作中,我们提出了两种利用生理信号来解决安全问题的互补方法:(1)一种资源高效的密钥管理系统,用于生成加密密钥并将其分发给BSN中的组成传感器; (2)一种基于插值和随机采样的新型数据加扰方法,被认为是针对某些类型数据的常规对称加密算法的一种潜在替代方法。前者针对BSN中的资源限制,而后者针对生物特征信号的模糊可变性,这在很大程度上阻止了常规加密的直接应用。使用心电图(ECG)信号作为生物统计信息,所得的计算机仿真证明了这些方法在BSN中提供安全通信的可行性和有效性。

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