Výsledky vyhledávání - "Gurung, Dev P."

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Quantum Federated Learning: Analysis, Design and Implementation Challenges

Autor: Gurung, Dev, Pokhrel, Shiva Raj, Li, Gang

Quantum Federated Learning (QFL) has gained significant attention due to quantum computing and machine learning advancements. As the demand for QFL continues to surge, there is a pressing need to comprehend its intricacies in distributed environments

Externí odkaz: http://arxiv.org/abs/2306.15708

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Performance Analysis and Evaluation of Post Quantum Secure Blockchained Federated Learning

Autor: Gurung, Dev, Pokhrel, Shiva Raj, Li, Gang

Post-quantum security is critical in the quantum era. Quantum computers, along with quantum algorithms, make the standard cryptography based on RSA or ECDSA over FL or Blockchain vulnerable. The implementation of post-quantum cryptography (PQC) over

Externí odkaz: http://arxiv.org/abs/2306.14772

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Decentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation

Autor: Gurung, Dev, Pokhrel, Shiva Raj, Li, Gang

With the emerging developments of the Metaverse, a virtual world where people can interact, socialize, play, and conduct their business, it has become critical to ensure that the underlying systems are transparent, secure, and trustworthy. To this en

Externí odkaz: http://arxiv.org/abs/2306.11297

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Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework

Autor: Gurung, Dev, Pokhrel, Shiva Raj, Li, Gang

We design a model of Post Quantum Cryptography (PQC) Quantum Federated Learning (QFL). We develop a framework with a dynamic server selection and study convergence and security conditions. The implementation and results are publicly available1.

Externí odkaz: http://arxiv.org/abs/2304.13413

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