Ki Yoon Yoo

Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling

Recent advances in federated learning have demonstrated its promising capability to learn on decentralized datasets. However, a considerable amount of work has raised concerns due to the potential risks of adversaries participating in the framework to poison the global model for an adversarial purpo…