Edge-Cloud Cooperative Image Processing by Partially Streaming ROI Data for Metaverse Applications

Kim, Ho; Yang, Seungbeom; Yun, Junseo; Kang, Myeongjin; Park, Daejin

doi:10.1109/icce-asia57006.2022.9954808

Cited by 3 publications

(2 citation statements)

References 2 publications

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“…Policy enforcement points (PEPs) are also significant to safeguard these policies. This framework requires threat detection and incident response capabilities [53]. The use of machine learning and artificial intelligence (AI) techniques can further enhance real-time threat detection capabilities.…”

Section: B Taxonomy For User Security and Privacy In The Metaversementioning

confidence: 99%

User Safety and Security in the Metaverse: A Critical Review

Sharma,

Singh,

Gupta

et al. 2024

IEEE Open J. Commun. Soc.

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The Metaverse envisions a future where immersive online interactions become the norm. However, this vision can only be safely realized if user safety and privacy are prioritized. This review critically evaluates existing user safety and security measures within the Metaverse. We have highlighted the limited ability of existing solutions to protect against harassment, identity theft, and the misuse of personal data collected in this environment. This research comprehensively analyzes user safety and security dimensions within virtual worlds and presents a taxonomy to classify the unique threats and vulnerabilities Metaverse users may encounter. This review reveals critical gaps, including the lack of comprehensive security frameworks and balanced privacy-preserving models in virtual immersive environments. In response, we propose a novel Metaverse Security Architecture designed with Zero-Trust principles. This architecture prioritizes user control over data, identity, and experiences. It also emphasizes proactive security measures to mitigate diverse potential harms in virtual worlds. Our research highlights the critical importance of such robust, user-centric frameworks in enabling a Metaverse that is immersive, safe, and secure for all its participants.

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Section: B Taxonomy For User Security and Privacy In The Metaversementioning

confidence: 99%

User Safety and Security in the Metaverse: A Critical Review

Sharma,

Singh,

Gupta

et al. 2024

IEEE Open J. Commun. Soc.

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“…In Metaverse, high-performance cloud storage, cloud computing, and cloud rendering are required within user devices, along with server reliability, flexibility, and resilience. With cloud computing, Metaverse guarantees continuous rapid processing, complexity reduction, and reduced power consumption [68], [69].…”

Section: ) Cloud Computingmentioning

confidence: 99%

Roles of Blockchain in the Metaverse: Concepts, Taxonomy, Recent Advances, Enabling Technologies, and Open Research Issues

Elsadig,

Alohali,

Ibrahim

et al. 2024

IEEE Access

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The Metaverse platform offers 3D immersive experiences through virtual reality, artificial intelligence, and blockchain technologies. Blockchain-based Metaverse has garnered recent interest due to its decentralization, anonymity, and other security features. Integrating blockchain into Metaverse promotes the formation of a shared ecosystem and provides digital asset tracking, privacy protection, and security in both virtual and physical environments. This paper explores the role of blockchain in creating and managing the Metaverse platform. It is intended to provide a helpful reference for researchers and practitioners in the field of the blockchain-based Metaverse. The main topics covered include the concept and characteristics of the Metaverse; its different use cases, architectures, and technologies; Metaverse as a service provider; Metaverse management; Metaverse users and data; and blockchain-based Metaverse in terms of roles, technologies, applications, and challenges. In addition, recent advances in the blockchain-based Metaverse and challenges such as scalability, interoperability, and edge resource sharing will be discussed. The paper will conclude by highlighting open research issues and future directions, including improving immersion, scalability, security, and integration with existing systems.INDEX TERMS Blockchain, metaverse, Internet of Things (IoT), big data, cybersecurity.

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Dense residual network for image edge detection

Abedi

2024

Multimed Tools Appl

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Edge-Cloud Cooperative Image Processing by Partially Streaming ROI Data for Metaverse Applications

Cited by 3 publications

References 2 publications

User Safety and Security in the Metaverse: A Critical Review

User Safety and Security in the Metaverse: A Critical Review

Roles of Blockchain in the Metaverse: Concepts, Taxonomy, Recent Advances, Enabling Technologies, and Open Research Issues

Dense residual network for image edge detection

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