Reading Time: < 1 minute

Show all

Wang, Yixiang; Liu, Jiqiang; Chang, Xiaolin; Wang, Jianhua; Rodríguez, Ricardo J.

AB-FGSM: AdaBelief Optimizer and FGSM-Based Approach to Generate Adversarial Examples Journal Article

In: Journal of Information Security and Applications, vol. 68, pp. 103227, 2022, ISSN: 2214-2126.

Abstract | Links | BibTeX | Tags: adversarial examples, deep learning, generalization, optimization, Security, Transferability

Wang, Yixiang; Liu, Jiqiang; Chang, Xiaolin; Rodríguez, Ricardo J.; Wang, Jianhua

DI-AA: An Interpretable White-box Attack for Fooling Deep Neural Networks Journal Article

In: Information Sciences, vol. 610, pp. 14–32, 2022, ISSN: 0020-0255.

Abstract | Links | BibTeX | Tags: adversarial example, deep learning, interpretability, robustness, white-box attack

Selvi, Jose; Rodríguez, Ricardo J; Soria-Olivas, Emilio

Towards Optimal LSTM Neural Networks for Detecting Algorithmically Generated Domain Names Journal Article

In: IEEE Access, vol. 9, pp. 126446–126456, 2021.

Abstract | Links | BibTeX | Tags: deep learning, domain generation algorithms, LSTM, malware