IEEE

Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning

Abstract: In distributed learning systems, ensuring efficient communication and privacy protection are two significant challenges. Although several existing works have attempted to address these ...
IEEE

Generative Learning-Based Personalized Federated Learning for Metaverse Data Security: Proposing Two New Frameworks

Abstract: The vision of the metaverse encompasses the seamless integration of the real world and the virtual world. Users engage in the metaverse by uploading large amounts of heterogeneous personal ...