ECDSA对物联网网络性能的计算影响分析

Joseph Clark, F. Ali
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引用次数: 0

摘要

物联网(IoT)正在改变世界。一方面,它与许多系统的快速集成使自动化变得更加容易,但另一方面,许多过程对物联网的依赖也使物联网成为一个有吸引力的开发目标。物联网设备可能遭受的攻击之一是设备冒充。为了验证一条信息的发送者就是它所声称的那个人,数字签名是一种解决方案。应用数字签名需要一些开销,而这些开销可能会影响物联网网络的性能。在本文中,我们观察了使用椭圆曲线数字签名算法(ECDSA)创建和验证物联网设备数字签名的计算影响。我们使用两个标准来评估小型物联网网络的性能:数据包丢失以及在小型物联网网络中签名和验证数据包所需的平均时间。我们还在不使用数字签名的情况下分析了同一个系统。我们的评估表明,在小型物联网传感器网络中,ECDSA的计算影响相当低。
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Analysis of ECDSA's Computational Impact on IoT Network Performance
The Internet of Things (IoT) is transforming the world. On the one hand, its rapid integration into many systems is making automation easier, but on the other hand dependence of many processes on IoT is also making the IoT an attractive target for exploitation. One of the attacks that IoT devices can suffer from is device impersonation. To verify that the sender of a piece of information is who it claims to be, digital signatures are a solution. Applying digital signatures requires some overhead, and that overhead may impact the performance of an IoT network. In this paper, we observed the computational impact of using the Elliptic Curve Digital Signature Algorithm (ECDSA) to create and verify IoT devices' digital signatures. We used two criteria to evaluate the performance of our small IoT network: the packet loss and the average time needed to sign and verify a packet in a small IoT network. We also analyzed the same system without using digital signatures. Our evaluations show that in a small IoT sensor network, ECDSA computational impact is quite low.
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