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一种同时保障隐私性与完整性的无线传感器网络可恢复数据聚合方案

杨立君 丁超 吴蒙

杨立君, 丁超, 吴蒙. 一种同时保障隐私性与完整性的无线传感器网络可恢复数据聚合方案[J]. 电子与信息学报, 2015, 37(12): 2808-2814. doi: 10.11999/JEIT150208
引用本文: 杨立君, 丁超, 吴蒙. 一种同时保障隐私性与完整性的无线传感器网络可恢复数据聚合方案[J]. 电子与信息学报, 2015, 37(12): 2808-2814. doi: 10.11999/JEIT150208
Ding Chao, Yang Li-jun, Wu Meng. A Recoverable Privacy-preserving Integrity-assured Data Aggregation Scheme for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2015, 37(12): 2808-2814. doi: 10.11999/JEIT150208
Citation: Ding Chao, Yang Li-jun, Wu Meng. A Recoverable Privacy-preserving Integrity-assured Data Aggregation Scheme for Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2015, 37(12): 2808-2814. doi: 10.11999/JEIT150208

一种同时保障隐私性与完整性的无线传感器网络可恢复数据聚合方案

doi: 10.11999/JEIT150208
基金项目: 

国家973计划项目(2011CB302903),国家自然科学基金青年项目(61100213),教育部高等学校博士学科点专项科研基金(20113223120007)和江苏省高校自然科学研究重点项目(10KJA510035)

A Recoverable Privacy-preserving Integrity-assured Data Aggregation Scheme for Wireless Sensor Networks

Funds: 

The National 973 Program of China (2011CB302903)

  • 摘要: 该文针对无线传感器网络(WSNs)数据聚合与安全目标之间的矛盾,基于隐私同态和聚合消息验证码技术提出一种同时保障数据隐私性与完整性的可恢复数据聚合方案。该方案支持由聚合结果恢复出各感知数据,从而一方面能够验证感知数据和聚合数据的完整性,另一方面能够对原始数据进行任意所需的处理,不受聚合函数类型的限制。安全分析表明该方案不仅支持数据隐私性、完整性,还能够抵抗未授权聚合攻击,聚合节点俘获攻击,且能够在一定范围内检测及定位恶意节点。性能分析表明,该方案相比其他算法在通信和计算开销方面具有显著优势。为了评估方案性能和可行性,基于TinyOS给出了算法的原型实现。实验结果表明,该方案开销较低,对于资源受限的WSNs是高效可行的。
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出版历程
  • 收稿日期:  2015-02-05
  • 修回日期:  2015-08-25
  • 刊出日期:  2015-12-19

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