2 papers
cs.LG2024
Ensemble Adversarial Defense via Integration of Multiple Dispersed Low Curvature Models
Kaikang Zhao, Xi Chen, Wei Huang +3
The integration of an ensemble of deep learning models has been extensively explored to enhance defense against adversarial attacks. The diversity among sub-models increases the at…
cs.CR2023★ 67 cited
A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System
Xinwei Yuan, Shu Han, Wei Huang +3
Deep learning based intrusion detection systems (DL-based IDS) have emerged as one of the best choices for providing security solutions against various network intrusion attacks. H…