2 papers
cs.CV2025
Sustainable Self-evolution Adversarial Training
Wenxuan Wang, Chenglei Wang, Huihui Qi +4
With the wide application of deep neural network models in various computer vision tasks, there has been a proliferation of adversarial example generation strategies aimed at deepl…
cs.CR2025
Dynamic Dual-level Defense Routing for Continual Adversarial Training
Wenxuan Wang, Chenglei Wang, Xuelin Qian
As adversarial attacks continue to evolve, defense models face the risk of recurrent vulnerabilities, underscoring the importance of continuous adversarial training (CAT). Existing…