# Federated Learning 相關論文

###### tags: `Paper`

## 效能相關

1. Federated Learning: Strategies for Improving Communication Efficiency, 2017 (ref 3287)

2. Optimizing Federated Learning on Non-IID Data with Reinforcement Learning, 2020 (ref 357)

3. Federated Learning with Personalization Layers, 2019 (ref 288)

4. Fine-Grained Offloading for Multi-Access Edge Computing with Actor-Critic Federated Learning, 2021

5. Mitigating Sybils in Federated Learning Poisoning, 2020 (ref 328)

6. Applied Federated Learning: Improving Google Keyboard Query Suggestions, 2018 (ref 443)

7. Flower: A Friendly Federated Learning Research Framework, 2022 (ref 193)

## 安全相關
1. Differentially Private Federated Learning: A Client Level Perspective, 2017 (ref 982)

2. Exploiting Unintended Feature Leakage in Collaborative Learning, 2018