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A Secure Data Forwarding Protocol for Data Statistic Services in Multi-Hop Marine Sensor Networks*

机译:多跳海洋传感器网络中用于数据统计服务的安全数据转发协议*

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摘要

Homomorphic encryption always allows the linear arithmetic operations performed over the ciphertext and then returns equaling results as if the operations are taken over the original plaintext, which is always used for data aggregation in wireless sensor networks to keep the confidentiality of the data and cut down the transmission overhead of the ciphertext. In the marine sensor networks, sensors collect the multiple data such as temperature, salinity, pressure, and chlorophyll concentration in the ocean using a single hardware unit for further statistical analysis such as computing the mean and the variance and making regression analysis. However, directly using the homomorphic encryption cannot perform well in marine sensor data forwarding since the data need to turn to satellites or vessels as relays and be forwarded in multi-hop way. The data are not expected to be decrypted until arriving the final destinations. To tackle these issues, we design a secure data forwarding protocol based on the Paillier homomorphic encryption and multi-use proxy re-encryption. We also evaluate the computational overhead in term of the delay in the transmission and operation in various test beds. The experiment results show that the additional computational overhead brought by cryptographic operations could be minor and it has the merit of providing fixed data size passing through the multi-hop transmission.
机译:同态加密始终允许对密文执行线性算术运算,然后返回相等的结果,就好像该运算是对原始明文进行的操作一样,该原始明文始终用于无线传感器网络中的数据聚合,以保持数据的机密性并减少密文的传输开销。在海洋传感器网络中,传感器使用单个硬件单元收集海洋中的温度,盐度,压力和叶绿素浓度等多个数据,以进行进一步的统计分析,例如计算均值和方差并进行回归分析。但是,直接使用同态加密不能在海洋传感器数据转发中很好地执行,因为数据需要以卫星或轮船的形式中继,并以多跳的方式转发。在到达最终目的地之前,不希望对数据进行解密。为了解决这些问题,我们设计了基于Paillier同态加密和多用途代理重新加密的安全数据转发协议。我们还根据各种测试台中传输和操作的延迟来评估计算开销。实验结果表明,密码运算带来的额外计算开销可能很小,并且具有通过多跳传输提供固定数据大小的优点。

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