The upcoming Beyond 5G (B5G) and 6G networks are expected to provide enhanced capabilities such as ultra-high data rates, dense connectivity, and high scalability. It opens many possibilities for a new generation of services driven by Artificial Intelligence (AI) and billions of interconnected smart devices. However, with this expected massive upgrade, the privacy of people, organizations, and states is becoming a rising concern. The recent introduction of privacy laws and regulations for personal and non-personal data signals that global awareness is emerging in the current privacy landscape. Yet, many gaps need to be identified in the case of two data types. If not detected, they can lead to significant privacy leakages and attacks that will affect billions of people and organizations who utilize B5G/6G. This survey is a comprehensive study of personal and non-personal data privacy in B5G/6G to identify the current progress and future directions to ensure data privacy. We provide a detailed comparison of the two data types and a set of related privacy goals for B5G/6G. Next, we bring data privacy issues with possible solutions. This paper also provides future directions to preserve personal and non-personal data privacy in future networks.
翻译:预计即将到来的5G(B5G)和6G网络将提供超高数据率、密集连通率和可扩缩性等增强的能力,这为新一代由人工智能(AI)和数十亿个互联智能装置驱动的服务开辟了许多可能性,然而,随着预期的大规模升级,人们、组织和国家的隐私正在成为一个日益令人关切的问题。最近为个人和非个人数据引入的隐私法律和法规表明,当前隐私环境中的全球意识正在形成。然而,在两种数据类型中,需要查明许多差距。如果不探测,它们可能导致重大的隐私渗漏和攻击,影响数十亿使用B5G/6G的人和组织。这一调查是对B5G/6G的个人和非个人数据隐私的全面研究,目的是查明目前的进展和今后确保数据隐私的方向。我们详细比较了两种数据类型,并为B5G/6G提供了一套相关的隐私目标。我们接着提出了数据隐私问题,并提出了可能的解决办法。这份文件还提出了今后在将来网络中保护个人和非个人数据隐私的方向。