A Survey on Digital Twins: Architecture, Enabling Technologies, Security and Privacy, and Future Prospects
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Abstract (arXiv)
By interacting, synchronizing, and cooperating with its physical counterpart in real time, digital twin 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 digital twins (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 hinders 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 paper 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.
Key facts. Cited by 16 papers in the map (data through 14 Oct 2026). First posted on arXiv 31 Jan 2023.
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Citing papers per year: 2023: 4; 2024: 7; 2025: 2; 2026: 3.
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- 2023A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutionscited by 35
- 2025Internet of Agents: Fundamentals, Applications, and Challengescited by 31
- 2024Large Model Based Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trendscited by 26
- 2023A Review of Digital Twins and their Application in Cybersecurity based on Artificial Intelligencecited by 9
- 2023A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systemscited by 5
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approachcited by 5
- 2023LLM-Twin: Mini-Giant Model-driven Beyond 5G Digital Twin Networking Framework with Semantic Secure Communication and Computationcited by 4
- 2024Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaversecited by 4
- 2024Digital Twin in Industries: A Comprehensive Surveycited by 4
- 2024Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approachcited by 3
- 2024Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?cited by 2
- 2025CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensingcited by 1
4 more
- 2024The Role and Applications of Airport Digital Twin in Cyberattack Protection during the Generative AI Eracited by 0
- 2026Artificial Intelligence for Modeling & Simulation in Digital Twinscited by 0
- 2026A Coupled Physics-Informed Neural Network for Greenhouse Climate State Reconstruction and Parameter Identification under Sparse Sensor Measurementscited by 0
- 2026From Prompt to Service: An SLM-Based Agent Orchestration Gateway for AI-Driven Virtual Worldscited by 0
- 2026From Prompt to Service: An SLM-Based Agent Orchestration Gateway for AI-Driven Virtual Worlds2 Jun 2026
- 2026A Coupled Physics-Informed Neural Network for Greenhouse Climate State Reconstruction and Parameter Identification under Sparse Sensor Measurements4 May 2026
- 2026Artificial Intelligence for Modeling & Simulation in Digital Twins22 Feb 2026
- 2025CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing4 Dec 2025
- 2025Internet of Agents: Fundamentals, Applications, and Challenges12 May 2025
- 2024Digital Twin in Industries: A Comprehensive Survey29 Nov 2024
- 2024Large Model Based Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends22 Sep 2024
- 2024Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach2 Sep 2024
- 2024The Role and Applications of Airport Digital Twin in Cyberattack Protection during the Generative AI Era8 Aug 2024
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach8 Jun 2024
- 2024Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse22 Mar 2024
- 2024Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?16 Feb 2024
4 more
- 2023LLM-Twin: Mini-Giant Model-driven Beyond 5G Digital Twin Networking Framework with Semantic Secure Communication and Computation17 Dec 2023
- 2023A Review of Digital Twins and their Application in Cybersecurity based on Artificial Intelligence2 Nov 2023
- 2023A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutions25 May 2023
- 2023A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systems9 May 2023
- 2023A Survey on ChatGPT: AI-Generated Contents, Challenges, and Solutionscited by 35
- 2024Large Model Based Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trendscited by 26
- 2023A Review of Digital Twins and their Application in Cybersecurity based on Artificial Intelligencecited by 9
- 2023A New Era of Mobility: Exploring Digital Twin Applications in Autonomous Vehicular Systemscited by 5
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approachcited by 5
- 2023LLM-Twin: Mini-Giant Model-driven Beyond 5G Digital Twin Networking Framework with Semantic Secure Communication and Computationcited by 4
- 2024Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaversecited by 4
- 2024Digital Twin in Industries: A Comprehensive Surveycited by 4
- 2024Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approachcited by 3
- 2024Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?cited by 2
- 2025CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensingcited by 1
- 2024The Role and Applications of Airport Digital Twin in Cyberattack Protection during the Generative AI Eracited by 0
12 most cited of 15 All 15 (JSON)
- 2026From Prompt to Service: An SLM-Based Agent Orchestration Gateway for AI-Driven Virtual Worlds2 Jun 2026
- 2026A Coupled Physics-Informed Neural Network for Greenhouse Climate State Reconstruction and Parameter Identification under Sparse Sensor Measurements4 May 2026
- 2026Artificial Intelligence for Modeling & Simulation in Digital Twins22 Feb 2026
- 2025CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing4 Dec 2025
- 2024Digital Twin in Industries: A Comprehensive Survey29 Nov 2024
- 2024Large Model Based Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends22 Sep 2024
- 2024Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach2 Sep 2024
- 2024The Role and Applications of Airport Digital Twin in Cyberattack Protection during the Generative AI Era8 Aug 2024
- 2024Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach8 Jun 2024
- 2024Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse22 Mar 2024
- 2024Does Twinning Vehicular Networks Enhance Their Performance in Dense Areas?16 Feb 2024
- 2023LLM-Twin: Mini-Giant Model-driven Beyond 5G Digital Twin Networking Framework with Semantic Secure Communication and Computation17 Dec 2023
12 newest of 15 All 15 (JSON)