隐私计算技术在智慧城市建设中的应用展望

Analysis of the Application Practice of Privacy Computing Technology in Smart City Construction

隐私计算技术是帮助研究者在数据分析计算过程中不泄露原始数据也能得到计算结果的信息技术。隐私计算技术作为一种新兴的数据保护手段,对解决智慧城市建设过程中产生的隐私保护问题有着重要作用。本文从智慧城市面临的隐私挑战出发,系统分析了同态加密、安全多方计算等隐私计算技术的基本原理及其在智慧城市中的具体应用场景,最后展望了隐私计算技术在智慧城市建设中的未来发展趋势。

Privacy computing technology is an information technology that helps researchers obtain computational results without leaking raw data during data analysis and computation.As an emerging means of data protection,privacy computing technology plays an important role in solving the privacy protection problems arising during the construction of smart cities.Starting from the privacy challenges faced by smart cities,this paper systematically analyses the basic principles of privacy computing technologies such as homomorphic encryption and secure multi-party computation,and their specific application scenarios in smart cities,and finally looks forward to the future development trend of privacy computing technologies in the construction of smart cities.