Wireless Sensor Networks (WSNs) are composed of a large number of spatially distributed devices equipped with sensing technology and interlinked via radio signaling. A WSN deployed for monitoring purposes can provide a ubiquitous view over the monitored environment. However, the management of collected data is very resource-consuming and raises security and privacy issues. In this paper, we propose a privacy preserving protocol for collecting aggregated data from WSNs. The protocol relies on the Onion Routing technique to provide uniformly distributed network traffic and confine the knowledge a foreign actor can gain from monitoring messages traveling the network. Our solution employs the computing power of nodes in the network by conveying them general-purpose computer code for in-situ processing and aggregation of data sourcing from multiple sensor nodes. We complement our work with a simulation of the proposed solution using the network simulator ns-3. Results of the simulation give an overview of the scalability of the solution and highlight potential constraints.
翻译:无线传感器网络(WSN)由大量的空间分布装置组成,这些装置配备了遥感技术,并通过无线电信号相互连接;为监测目的部署的WSN能够对监测环境提供无处不在的观测;然而,对所收集的数据的管理非常耗费资源,并引起安全和隐私问题;在本文件中,我们提议为收集来自WSN的汇总数据制定隐私保护协议;协议依靠Onion Routing技术提供统一分布的网络通信,限制外国行为体从网络监测信息中获取的知识;我们的解决方案利用网络节点的计算能力,通过传输这些节点用于现场处理和从多个传感器节点汇总数据源的通用计算机代码;我们配合我们的工作,利用网络模拟器来模拟拟议解决方案。模拟的结果概括了解决方案的可扩展性,并突出了潜在的制约因素。