Latest Articles for Federated Learning

A blend of federated learning and fuzzy cognitive maps enhances data privacy and collaboration.

Learn how devices collaborate without sharing personal data.

A new model to enhance cloud data security against malicious users.

FedPIA enhances machine learning while safeguarding sensitive data privacy.

A fresh approach to federated learning that balances privacy and efficiency.

Learn how Split Federated Learning keeps data safe while training smart models.

Learn about DualGFL's impact on data privacy and efficiency.

Federated Learning enables model training while keeping user data private and secure.

Discover how FLAMe enhances fall detection in smart cities while ensuring privacy.

Researchers innovate in automating code review using advanced technology and federated learning.

Innovative models inspired by biology reshape energy-efficient network traffic prediction.

FedDP improves software defect predictions while ensuring data privacy.

FedLEC improves federated learning performance by addressing label skews effectively.

FedGIG tackles privacy risks in graph data training.

Learn how federated learning enhances data privacy during AI model training.

Learn how devices can share knowledge without exposing personal data.

ECoral enhances federated class-incremental learning while ensuring data privacy.

Learn how ConDistFL improves AI model training with sensitive medical data.

A look into federated learning and its role in maintaining privacy while improving data accuracy.

Calibre enhances personalized federated learning with better model performance and fairness.

A new method improves communication in Federated Learning while protecting privacy.

Innovative methods help rural clinics access advanced healthcare solutions.

Federated learning enhances machine learning while keeping data private.

New tool enhances collaboration for brain tumor AI models.

Learn how federated unlearning can protect your data privacy.

A new framework combines federated learning and blockchain to enhance privacy and security.

Discover how smart microgrids can transform energy management for a sustainable future.