Advanced Zero-Shot Learning (AZSL) Framework for Secure Model Generalization in Federated Learning

Advanced Zero-Shot Learning (AZSL) Framework for Secure Model Generalization in Federated Learning

Federated learning (FL) introduces new perspectives in machine learning (ML) by enabling model training across decentralized devices. The research on data security and privacy in federated learning (FL) gaining popularity nowadays. However, FL has several challenges for instance, dealing with unseen...

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Bibliographic Details
Main Authors: Muhammad Asif, Surayya Naz, Faheem Ali, Amerah Alabrah, Abdu Salam, Farhan Amin, Faizan Ullah
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Federated learning
zero-shot learning
synthetic data
data privacy
model generalization
Online Access:https://ieeexplore.ieee.org/document/10776968/

Internet

https://ieeexplore.ieee.org/document/10776968/

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