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REAL: A Reciprocal Protocol for Location Privacy in Wireless Sensor Networks

机译:REAL:无线传感器网络中位置保密的互惠协议

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摘要

-anonymity has been used to protect location privacy for location monitoring services in wireless sensor networks (WSNs), where sensor nodes work together to report -anonymized aggregate locations to a server. Each -anonymized aggregate location is a cloaked area that contains at least persons. However, we identify an attack model to show that overlapping aggregate locations still pose privacy risks because an adversary can infer some overlapping areas with less than persons that violates the -anonymity privacy requirement. In this paper, we propose a reciprocal protocol for location privacy (REAL) in WSNs. In REAL, sensor nodes are required to autonomously organize their sensing areas into a set of non-overlapping and highly accurate -anonymized aggregate locations. To confront the three key challenges in REAL, namely, self-organization, reciprocity property and h- gh accuracy, we design a state transition process, a locking mechanism and a time delay mechanism, respectively. We compare the performance of REAL with current protocols through simulated experiments. The results show that REAL protects location privacy, provides more accurate query answers, and reduces communication and computational costs.
机译:-anonymity已用于保护无线传感器网络(WSN)中位置监视服务的位置隐私,其中传感器节点协同工作以将-anonymized聚合位置报告给服务器。每个匿名聚合位置都是一个至少包含人员的隐蔽区域。但是,我们确定了一种攻击模型,表明重叠的聚集位置仍然构成隐私风险,因为对手可以推断出某些重叠区域的人数少于违反匿名隐私要求的人员。在本文中,我们提出了WSN中位置隐私(REAL)的互惠协议。在REAL中,要求传感器节点将其感应区域自主地组织为一组非重叠且高度精确的匿名聚合位置。为了应对REAL中的三个主要挑战,即自组织性,互惠属性和hgh准确性,我们分别设计了状态转换过程,锁定机制和时间延迟机制。通过模拟实验,我们将REAL与当前协议的性能进行了比较。结果表明,REAL保护位置隐私,提供更准确的查询答案,并减少了通信和计算成本。

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