A survey on digital twins: Architecture, enabling technologies, security and privacy, and future prospects

Y Wang, Z Su, S Guo, M Dai… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
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 …

Machine and deep learning for digital twin networks: A survey

B Qin, H Pan, Y Dai, X Si, X Huang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Digital twin (DT) is a technology that precisely replicates physical entities and seamlessly
connects physical entities with virtual counterparts, which facilitates precise understanding …

Dual attention adversarial attacks with limited perturbations

M Duan, Y Qin, J Deng, K Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The construction of undetectable adversarial examples with few perturbances remains a
difficult problem in adversarial attacks. At present, most solutions use the standard gradient …

A Security Evaluation Model of the Industrial Internet Based on a Selection Covariance Matrix

Q Yang, Y Wang, S Li, C Yang, G Li, Y Yuan - IEEE Access, 2024 - ieeexplore.ieee.org
To improve the quality of industrial internet network security assessment, this paper
proposes an improved industrial internet network security situation assessment model. First …

The Role and Applications of Airport Digital Twin in Cyberattack Protection during the Generative AI Era

AI Weinberg - arXiv preprint arXiv:2408.05248, 2024 - arxiv.org
In recent years, the threat facing airports from growing and increasingly sophisticated
cyberattacks has become evident. Airports are considered a strategic national asset, so …

An Effective Semantic Segmentation Network With Multipath Attention for Industrial Meter Pointer Images

D Tan, J Wang, Y Su, Z Zhang, X Peng… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Meter pointers exhibit stable and anti-interference capabilities, rendering them extensively
utilized in industrial environments. However, automated reading poses a significant …

Real-time anomaly detection system within the scope of smart factories

C Bayraktar, Z Karakaya, H Gökçen - The journal of Supercomputing, 2023 - Springer
Anomaly detection is the process of identifying patterns that move differently from normal in
a certain order. This process is considered one of the necessary measures for the safety of …

Learning Paradigms and Modelling Methodologies for Digital Twins in Process Industry

M Mayr, GC Chasparis, J Küng - … Conference on Big Data Analytics and …, 2024 - Springer
Central to the digital transformation of the process industry are Digital Twins (DTs), virtual
replicas of physical manufacturing systems that combine sensor data with sophisticated data …

Extremely Rare Anomaly Detection Pipeline in Semiconductor Bonding Process with Digital Twin-driven Data Augmentation Method

M Jeon, IH Choi, SW Seo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With advancements in precise semiconductor manufacturing processes, a new category of
anomalies has increasingly emerged. However, due to the probability of an abnormal …

[HTML][HTML] An Industrial Internet Security Assessment Model Based on a Selectable Confidence Rule Base

Q Yang, S Li, Y Wang, G Li, Y Yuan - Sensors, 2024 - mdpi.com
To mitigate the impact of network security on the production environment in the industrial
internet, this paper proposes a confidence rule-based security assessment model for the …