Problem statement
Federated healthcare models can be manipulated when some simulated hospitals send poisoned or label-flipped model updates.
Objective
Evaluate whether robust aggregation methods can protect a federated healthcare model as the share of malicious clients increases.
Student focus
- Federated learning
- Attacks/defenses
- Healthcare simulation