no code implementations • 14 Mar 2024 • Daiwei Yu, Zhuorong Li, Lina Wei, Canghong Jin, Yun Zhang, Sixian Chan
However, most AT methods suffer from robust overfitting, i. e., a significant generalization gap in adversarial robustness between the training and testing curves.
2 code implementations • 6 Dec 2023 • Peng Sun, Bei Shi, Daiwei Yu, Tao Lin
Contemporary machine learning requires training large neural networks on massive datasets and thus faces the challenges of high computational demands.
no code implementations • 11 Oct 2022 • Zhuorong Li, Daiwei Yu
There has been a recent surge in single-step adversarial training as it shows robustness and efficiency.