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同态非对称加密在物联网通信分析中的应用。

Homomorphic Asymmetric Encryption Applied to the Analysis of IoT Communications.

机构信息

Department of Informatics, University of Almeria, 04120 Almeria, Spain.

Department of Mathematics, University of Almeria, 04120 Almeria, Spain.

出版信息

Sensors (Basel). 2022 Oct 20;22(20):8022. doi: 10.3390/s22208022.

Abstract

In this paper, we describe the use of homomorphic encryption techniques in order to not only ensure the data are transmitted in a confidential way, but also to use the encrypted data to provide the manager with statistics that allow them to detect the incorrect functioning of a sensor node or a group of sensors due to either malicious data injection, data transmission, or simply sensor damage (miscalibration, faulty sensor functioning). Obtaining these statistical values does not need decryption, so the process is sped up and can be developed in real time. Operating the data in this way ensures privacy and removes the need to maintain a shared key infrastructure between the sensor nodes and the manager nodes that are part of the blockchain infrastructure. In this work, we focus on operations with the sensor nodes that provide data that will be, later, treated as part of the business logic in the agribusiness sector (for example), hence the importance of having fast checking mechanisms in terms of data quality. The results obtained on conventional configurations of sensor nodes encourage the use of this technique in the aforementioned infrastructure.

摘要

在本文中,我们描述了同态加密技术的使用,不仅可以确保数据以机密方式传输,还可以使用加密数据为管理人员提供统计信息,使他们能够检测到由于恶意数据注入、数据传输或传感器本身损坏(失准、传感器故障)而导致的传感器节点或一组传感器的错误运行。获取这些统计值不需要解密,因此可以加快处理速度并实时进行。以这种方式处理数据可以确保隐私性,并消除了在传感器节点和作为区块链基础设施一部分的管理人员节点之间维护共享密钥基础设施的需要。在这项工作中,我们专注于操作提供数据的传感器节点,这些数据稍后将作为农业综合企业部门(例如)的业务逻辑的一部分进行处理,因此,在数据质量方面拥有快速检查机制非常重要。在传感器节点的常规配置上获得的结果鼓励在上述基础设施中使用这种技术。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5978/9607424/0c430c894bd5/sensors-22-08022-g004.jpg

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