IEEE

Boosting the Transferability of Adversarial Examples Through Gradient Aggregation

Abstract: Deep neural networks(DNNs) have been demonstrated to be vulnerable to meticulously crafted adversarial examples. Transfer-based attacks do not require ...
IEEE

Robust Secure Aggregation with Lightweight Verification for Federated Learning

Abstract: Verifiable secure aggregation (VSA) is a critical procedure in federated learning (FL), where secure aggregation achieves local gradients aggregation while data confidentiality is preserved, ...