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Secure Cooperative Data Storage and Query Processing in Unattended Tiered Sensor Networks

机译:无人值守的分层传感器网络中的安全协作数据存储和查询处理

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We consider an unattended tiered sensor network (UTSN) consisting of resource-rich master nodes at the upper tier and resource-poor sensor nodes at the lower tier. Sensor nodes submit data to nearby master nodes which store the data and answer the queries from the network owner on behalf of sensor nodes. Such a cooperative data storage and query processing paradigm offers a number of advantages over traditional Homogeneous unattended sensor networks. Relying on master nodes for data storage and query processing, however, raises severe concerns about data confidentiality and query-result correctness when the sensor network is deployed in hostile environments. In particular, a compromised master node may leak hosted sensitive data to the adversary; it may also return juggled or incomplete query results to the network owner. In this paper, we take multidimensional range queries as an example to investigate secure cooperative data storage and query processing in UTSNs. We present a suite of novel schemes that can ensure data confidentiality against master nodes and also enable the network owner to verify with very high probability the authenticity and completeness of any query result by inspecting the spatial and temporal relationships among the returned data. Detailed performance evaluations confirm the high efficacy and efficiency of the proposed schemes.
机译:我们考虑一个无人值守的分层传感器网络(UTSN),该网络由上层资源丰富的主节点和下层资源贫乏的传感器节点组成。传感器节点向附近的主节点提交数据,该主节点存储数据并代表传感器节点回答网络所有者的查询。与传统的同质无人值守传感器网络相比,这种协作数据存储和查询处理范例具有许多优势。但是,当传感器网络部署在敌对环境中时,依靠主节点进行数据存储和查询处理会引起对数据机密性和查询结果正确性的严重关注。特别是,受感染的主节点可能会将托管的敏感数据泄漏给对手;它也可能将杂乱的或不完整的查询结果返回给网络所有者。本文以多维范围查询为例,对UTSN中的安全协作数据存储和查询处理进行了研究。我们提出了一套新颖的方案,可以确保对主节点的数据保密,还可以使网络所有者通过检查返回的数据之间的时空关系,以很高的概率验证任何查询结果的真实性和完整性。详细的性能评估证实了所提出方案的高功效和效率。

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