Efficient and High-Quality Black-Box Face Reconstruction Attack

Y Liang, H Wang, S Cao, J Wang, L Tao… - Proceedings of the 15th …, 2023 - dl.acm.org
Recent studies have shown that machine learning as a service is susceptible to
reconstruction attacks that would expose users' privacy. When it comes to face recognition …

Asynchronous Deep Federated Learning Method Based on Local Trainer Data Pollution

Y Lu, X Cao - 2022 International Conference on Automation …, 2022 - ieeexplore.ieee.org
The essence of federated learning is that each trainer cooperates with other trainers to
achieve strong robustness and high prediction accuracy on the premise of ensuring their …