2 papers
cs.AI2024
Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial Examples
Yujiang Liu, Wenjian Luo, Zhijian Chen +1
With the rapid development of Deep Neural Networks (DNNs), they have been applied in numerous fields. However, research indicates that DNNs are susceptible to adversarial examples,…
cs.CR2022
Defending Adversarial Examples by Negative Correlation Ensemble
Wenjian Luo, Hongwei Zhang, Linghao Kong +2
The security issues in DNNs, such as adversarial examples, have attracted much attention. Adversarial examples refer to the examples which are capable to induce the DNNs return com…