TY - JOUR
T1 - A Survey on Digital Twins
T2 - Architecture, Enabling Technologies, Security and Privacy, and Future Prospects
AU - Wang, Yuntao
AU - Su, Zhou
AU - Guo, Shaolong
AU - Dai, Minghui
AU - Luan, Tom H.
AU - Liu, Yiliang
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2023/9/1
Y1 - 2023/9/1
N2 - By interacting, synchronizing, and cooperating with its physical counterpart in real time, digital twin (DT) is promised to promote an intelligent, predictive, and optimized modern city. Via interconnecting massive physical entities and their virtual twins with inter-twin and intra-twin communications, the Internet of DTs (IoDT) enables free data exchange, dynamic mission cooperation, and efficient information aggregation for composite insights across vast physical/virtual entities. However, as IoDT incorporates various cutting-edge technologies to spawn the new ecology, severe known/unknown security flaws, and privacy invasions of IoDT hinder its wide deployment. Besides, the intrinsic characteristics of IoDT, such as decentralized structure, information-centric routing, and semantic communications, entail critical challenges for security service provisioning in IoDT. To this end, this article presents an in-depth review of the IoDT with respect to system architecture, enabling technologies, and security/privacy issues. Specifically, we first explore a novel distributed IoDT architecture with cyber-physical interactions and discuss its key characteristics and communication modes. Afterward, we investigate the taxonomy of security and privacy threats in IoDT, discuss the key research challenges, and review the state-of-the-art defense approaches. Finally, we point out the new trends and open research directions related to IoDT.
AB - By interacting, synchronizing, and cooperating with its physical counterpart in real time, digital twin (DT) is promised to promote an intelligent, predictive, and optimized modern city. Via interconnecting massive physical entities and their virtual twins with inter-twin and intra-twin communications, the Internet of DTs (IoDT) enables free data exchange, dynamic mission cooperation, and efficient information aggregation for composite insights across vast physical/virtual entities. However, as IoDT incorporates various cutting-edge technologies to spawn the new ecology, severe known/unknown security flaws, and privacy invasions of IoDT hinder its wide deployment. Besides, the intrinsic characteristics of IoDT, such as decentralized structure, information-centric routing, and semantic communications, entail critical challenges for security service provisioning in IoDT. To this end, this article presents an in-depth review of the IoDT with respect to system architecture, enabling technologies, and security/privacy issues. Specifically, we first explore a novel distributed IoDT architecture with cyber-physical interactions and discuss its key characteristics and communication modes. Afterward, we investigate the taxonomy of security and privacy threats in IoDT, discuss the key research challenges, and review the state-of-the-art defense approaches. Finally, we point out the new trends and open research directions related to IoDT.
KW - Artificial intelligence (AI)
KW - Internet of Digital Twins (IoDT)
KW - blockchain
KW - privacy
KW - security
KW - semantic communication
UR - https://www.scopus.com/pages/publications/85153393414
U2 - 10.1109/JIOT.2023.3263909
DO - 10.1109/JIOT.2023.3263909
M3 - 文章
AN - SCOPUS:85153393414
SN - 2327-4662
VL - 10
SP - 14965
EP - 14987
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
IS - 17
ER -