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A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks
ACM Computing Surveys ( IF 16.6 ) Pub Date : 2024-05-01 , DOI: 10.1145/3662179
Chamara Sandeepa 1 , Bartlomiej Siniarski 2 , Nicolas Kourtellis 3 , Shen Wang 2 , Madhusanka Liyanage 4
Affiliation  

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, organisations, 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 organisations who utilise 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.



中文翻译:

B5G/6G 网络中个人和非个人数据隐私调查

即将推出的 Beyond 5G (B5G) 和 6G 网络预计将提供增强的功能,例如超高数据速率、密集连接和高可扩展性。它为人工智能 (AI) 和数十亿互联智能设备驱动的新一代服务带来了多种可能性。然而,随着预期的大规模升级,个人、组织和国家的隐私正成为越来越令人担忧的问题。最近出台的针对个人和非个人数据的隐私法律法规标志着全球意识在当前的隐私领域正在兴起。然而,在两种数据类型的情况下,需要确定许多差距。如果未被检测到,它们可能会导致严重的隐私泄露和攻击,从而影响使用 B5G/6G 的数十亿个人和组织。本次调查是对B5G/6G中个人和非个人数据隐私的全面研究,以确定确保数据隐私的当前进展和未来方向。我们提供了两种数据类型的详细比较以及 B5G/6G 的一组相关隐私目标。接下来,我们带来数据隐私问题以及可能的解决方案。本文还提供了在未来网络中保护个人和非个人数据隐私的未来方向。

更新日期:2024-05-01
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