Yuwen Chen

Successive Interference Cancellation Based Defense for Trigger Backdoor in Federated Learning

2023

Federated Learning (FL) provides a decentralized training mechanism that ensures users' data privacy. However, FL is vulnerable to backdoor attacks, a type of data poisoning attack. The adversaries tampered with the local models by injecting …

SVFLC: Secure and Verifiable Federated Learning With Chain Aggregation

2023 · IEEE Internet of Things Journal

As many countries have promulgated laws to protect users’ data privacy, how to legally use users’ data has become a hot topic. With the emergence of federated learning (FL) (also known as collaborative learning), multiple …