基于同态加密和雾计算的数据交换算法

Jia Wang, Jingyuan Li, Ke Zhang
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引用次数: 0

摘要

在传统的云计算中,加密数据的计算通常采用全同态加密算法在云服务器上实现,过于依赖云服务器的信任度和用户的计算负担。为了解决这一问题,在云服务器和用户之间引入雾计算节点,根据全同态加密算法在雾计算节点中计算密文,然后将密文存储在ECS中发送给授权的接收方。被授权的接收方使用其私钥解密并获得明文,从而实现安全的数据交换过程。这种方法的优点是可以保证数据在传输到接收方的过程中对云服务器和雾计算节点都是不可信的。即使恶意用户通过非法手段截取或破解重新加密的密文,未经授权的接收方的私钥也无法解密明文形式的任何信息,有效提高了数据交换的私密性、透明度和效率。最后,通过安全性分析和性能分析,验证了该算法的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data Exchange Algorithm Based on Homomorphic Encryption and Fog Computing
In traditional cloud computing, the computing of encrypted data is usually implemented on the cloud server using the fully homomorphic encryption algorithm, which is too dependent on the trust of the cloud server and the computing burden of users. In order to solve this problem, the fog computing node is introduced between the cloud server and users, and the cipher-text is calculated in the fog computing node based on the fully homomorphic encryption algorithm, Then it is stored in the ECS and sent to the authorized receiver. The authorized receiver uses his private key to decrypt and obtain plaintext to achieve a secure data exchange process. The advantage of this method is that it can ensure that the data is untrusted to both cloud server and fog computing nodes during transmission to the receiver. Even if the malicious user intercepts or cracks the re encrypted cipher-text through illegal means, the private key of the unauthorized receiver cannot decrypt any information in plaintext, which effectively improves the privacy, transparency and efficiency of data exchange. Finally, the security analysis and performance analysis show that the algorithm is feasible and effective.
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