Invariant Aggregator for Defending against Federated Backdoor Attacks

Xiaoyang Wang, Dimitrios Dimitriadis, Sanmi Koyejo +1

Federated learning enables training high-utility models across several clients without directly sharing their private data. As a downside, the federated setting makes the model vul…