TY - JOUR
T1 - Blockchain-Based Data Security for Artificial Intelligence Applications in 6G Networks
AU - Li, Weiwei
AU - Su, Zhou
AU - Li, Ruidong
AU - Zhang, Kuan
AU - Wang, Yuntao
N1 - Publisher Copyright:
© 1986-2012 IEEE.
PY - 2020/11/1
Y1 - 2020/11/1
N2 - The sixth generation (6G) networks are expected to provide a fully connected world with terrestrial wireless and satellite communications integration. The design concept of 6G networks is to leverage artificial intelligence (Ai) to promote the intelligent and agile development of network services. intelligent services inevitably involve the processing of large amounts of data, such as storage, computing, and analysis, such that the data may be vulnerable to tampering or contamination by attackers. in this article, we propose a blockchain-based data security scheme for Ai applications in 6G networks. Specifically, we first introduce the 6G architecture (i.e., a space-air-ground-underwater integrated network). Then we discuss two Ai-enabled applications, indoor positioning and autonomous vehicle, in the context of 6G. Through a case study of an indoor navigation system, we demonstrate the effectiveness of blockchain in data security. The integration of Ai and blockchain is developed to evaluate and optimize the quality of intelligent service. Finally, we discuss several open issues about data security in the upcoming 6G networks.
AB - The sixth generation (6G) networks are expected to provide a fully connected world with terrestrial wireless and satellite communications integration. The design concept of 6G networks is to leverage artificial intelligence (Ai) to promote the intelligent and agile development of network services. intelligent services inevitably involve the processing of large amounts of data, such as storage, computing, and analysis, such that the data may be vulnerable to tampering or contamination by attackers. in this article, we propose a blockchain-based data security scheme for Ai applications in 6G networks. Specifically, we first introduce the 6G architecture (i.e., a space-air-ground-underwater integrated network). Then we discuss two Ai-enabled applications, indoor positioning and autonomous vehicle, in the context of 6G. Through a case study of an indoor navigation system, we demonstrate the effectiveness of blockchain in data security. The integration of Ai and blockchain is developed to evaluate and optimize the quality of intelligent service. Finally, we discuss several open issues about data security in the upcoming 6G networks.
UR - https://www.scopus.com/pages/publications/85097332708
U2 - 10.1109/MNET.021.1900629
DO - 10.1109/MNET.021.1900629
M3 - 文章
AN - SCOPUS:85097332708
SN - 0890-8044
VL - 34
SP - 31
EP - 37
JO - IEEE Network
JF - IEEE Network
IS - 6
M1 - 9277898
ER -