2 papers
cs.LG2024
Vertical Federated Learning Hybrid Local Pre-training
Wenguo Li, Xinling Guo, Xu Jiao +3
Vertical Federated Learning (VFL), which has a broad range of real-world applications, has received much attention in both academia and industry. Enterprises aspire to exploit more…
cs.LG2024
Enhancing the "Immunity" of Mixture-of-Experts Networks for Adversarial Defense
Qiao Han, yong huang, xinling Guo +3
Recent studies have revealed the vulnerability of Deep Neural Networks (DNNs) to adversarial examples, which can easily fool DNNs into making incorrect predictions. To mitigate thi…