With the promotion of industrial 4.0 and intelligent manufacturing, the network security of industrial control system becomes particularly important. In the face of new network attacks, the traditional intrusion detec...
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Vehicular ad hoc network (VANET) provides short range communication for vehicles, achieving information sharing to improve road safety and traffic efficiency. However, public communication between vehicles has led to ...
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ISBN:
(纸本)9789819608072;9789819608089
Vehicular ad hoc network (VANET) provides short range communication for vehicles, achieving information sharing to improve road safety and traffic efficiency. However, public communication between vehicles has led to issues with vehicle communication security and privacy leakage, which seriously restricts the development of VANET. The authentication mechanism can verify the reliability of messages and the validity of identities, thereby ensuring communication security between vehicles. Therefore, this paper proposes a certificateless authentication scheme based on the characteristics of blockchain, such as decentralization, traceability, and tamper resistance, combined with a pairing-free certificateless password mechanism. Through security proofs and analysis, it is demonstrated that we achieve high security and satisfies security requirements such as integrity, traceability, anonymity, and revocability. Furthermore, simulation comparisons with existing schemes show that we have lower computational overhead and communication costs.
The Intelligent Internet of Things(IIoT) involves real-world things that communicate or interact with each other through networking technologies by collecting data from these “things” and using intelligent approache...
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The Intelligent Internet of Things(IIoT) involves real-world things that communicate or interact with each other through networking technologies by collecting data from these “things” and using intelligent approaches, such as Artificial Intelligence(AI) and machine learning, to make accurate decisions. Data science is the science of dealing with data and its relationships through intelligent approaches. Most state-of-the-art research focuses independently on either data science or IIoT, rather than exploring their integration. Therefore, to address the gap, this article provides a comprehensive survey on the advances and integration of data science with the Intelligent IoT(IIoT) system by classifying the existing IoT-based data science techniques and presenting a summary of various characteristics. The paper analyzes the data science or big data security and privacy features, including network architecture, data protection, and continuous monitoring of data, which face challenges in various IoT-based systems. Extensive insights into IoT data security, privacy, and challenges are visualized in the context of data science for IoT. In addition, this study reveals the current opportunities to enhance data science and IoT market development. The current gap and challenges faced in the integration of data science and IoT are comprehensively presented, followed by the future outlook and possible solutions.
Wireless networks are developing quickly and can avoid providing an increasing number of services such as video streaming, online games, or real-time communication. However, the quality of experience when accessing co...
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Since the ribbon load balancing algorithm is not dynamic enough to respond to load fluctuations in real time, this paper proposes a load balancing algorithm based on informer long time series prediction, which can bet...
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This paper proposes a specialized network model, Lightweight Dynamic Inverted Residual network (LDIRNet), for the detection of surface defects in ceramic bearings. The model integrates the iRMB module to improve featu...
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The application of high-resolution satellite images in deep learning-based change detection methods has become increasingly popular. However, the down-sampling and cropping strategies deployed to fit the GPU memory co...
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With the global population steadily increasing, ensuring food security is a major concern, especially in agriculture. Detecting plant diseases early can make farming more efficient and prevent significant food losses....
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In order to solve the shortcomings of the existing safety helmet detection algorithms in construction sites, tunnels, coal mines and other construction scenarios, it is difficult to detect occluded targets and small t...
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This paper proposes a Poor and Rich Squirrel Algorithm (PRSA)-based Deep Maxout network to find fraud data transactions in the credit card system. Initially, input transaction data is passed to the data transformation...
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