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基于Hilbert填充曲线的海洋无线传感网源节点位置隐私保护方法

李攀攀 谢正霞 周志刚 乐光学 郑仕链 杨小牛

李攀攀, 谢正霞, 周志刚, 乐光学, 郑仕链, 杨小牛. 基于Hilbert填充曲线的海洋无线传感网源节点位置隐私保护方法[J]. 电子与信息学报, 2020, 42(6): 1510-1518. doi: 10.11999/JEIT190364
引用本文: 李攀攀, 谢正霞, 周志刚, 乐光学, 郑仕链, 杨小牛. 基于Hilbert填充曲线的海洋无线传感网源节点位置隐私保护方法[J]. 电子与信息学报, 2020, 42(6): 1510-1518. doi: 10.11999/JEIT190364
Panpan LI, Zhengxia XIE, Zhigang ZHOU, Guangxue YUE, Shilian ZHENG, Xiaoniu YANG. A Source-location Privacy Preservation Method Based on Hilbert-filling-curve Routing Protocol in Marine Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2020, 42(6): 1510-1518. doi: 10.11999/JEIT190364
Citation: Panpan LI, Zhengxia XIE, Zhigang ZHOU, Guangxue YUE, Shilian ZHENG, Xiaoniu YANG. A Source-location Privacy Preservation Method Based on Hilbert-filling-curve Routing Protocol in Marine Wireless Sensor Networks[J]. Journal of Electronics & Information Technology, 2020, 42(6): 1510-1518. doi: 10.11999/JEIT190364

基于Hilbert填充曲线的海洋无线传感网源节点位置隐私保护方法

doi: 10.11999/JEIT190364
基金项目: 国家自然科学基金(U19B2015, 61902226),浙江省教育厅一般科研项目(Y201840356)
详细信息
    作者简介:

    李攀攀:男,1983年生,讲师,研究方向为隐私保护、网络空间安全等

    谢正霞:女,1982年生,工程师,研究方向为传感器网络,隐私保护等

    周志刚:男,1986年生,博士,讲师,研究方向为隐私保护、网络空间安全等

    乐光学:男,1963年生,博士,教授,研究方向为多云融合与协同服务、无线Mesh网络与移动云计算、网络空间安全等

    郑仕链:男,1984年生,博士,高级工程师,研究方向为认知无线电、深度学习、通信信号处理等

    杨小牛:男,1961年生,研究员,研究方向为软件无线电、深度学习、通信信号处理等

    通讯作者:

    李攀攀 pli0311@aliyun.com

  • 中图分类号: TN915.08; TP393.08

A Source-location Privacy Preservation Method Based on Hilbert-filling-curve Routing Protocol in Marine Wireless Sensor Networks

Funds: The National Natural Science Foundation of China(U19B2015, 61902226), The General Research Projects of Zhejiang Provincial Education Department(Y201840356)
  • 摘要:

    节点位置保护对于海洋无线传感器网络(MWSNs)至关重要,尤其是对于无人值守的环境。然而,由于大多数静态部署,传感器的能量、存储和通信能力的限制,MWSNs容易受到各种位置(和衍生)攻击的影响。该文从攻击和防御两个方面研究节点位置隐私保护问题。首先,针对两种重要节点(包括基站和源节点)提出了一种新的二相定位攻击,它可以在少量的本地无线传输监视中找到基站节点,反向跟踪源节点的位置。与现有方法不同,提出的攻击根据传输方向确定节点位置,从而突破现有的防御。然后,为了抵御这种攻击,该文设计了一种基于Hilbert填充曲线的传感器网络路由节点位置隐私保护方法(HLPS)。攻防理论分析与对抗实验表明,该方法能够保护目标节点的位置隐私,具有较小的通信和计算开销。

  • 图  1  海上无线传感器网络示意图

    图  2  攻击者攻击策略示意图

    图  3  隐私保护策略与攻击者监听域关系示意图

    图  4  基于Hilbert填充曲线的节点位置隐私保护路由方法示意图

    图  5  基于泰森多边形的多线序区域划分实例

    图  6  HLPS方法在不同沿Hilbert线上路由次数的通信开销

    图  7  HLPS方法在不同可探测角度的通信开销

    图  8  HLPS方法在源节点/基站不同距离下的通信开销

    图  9  4种方法通信开销对比

    图  10  HLPS方法在路由所需最大Hilbert填充曲线次数下的可探测角

    图  11  不同可探测角度情况下4种方法的安全时间对比

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出版历程
  • 收稿日期:  2019-05-22
  • 修回日期:  2020-03-05
  • 网络出版日期:  2020-04-17
  • 刊出日期:  2020-06-22

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