Songcan Yu

Robust Federated Learning With Multi-Category Accuracy for Non-IID Data

2025 · IEEE Transactions on Consumer Electronics

Federated learning is increasingly utilized in devices such as smartphones, smart home systems, and wearables for applications like personalized recommendations, voice assistants, and health monitoring. However, FL’s decentralized nature makes it susceptible to malicious attacks, …