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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, Jianhua; Chang, Xiaolin; Wang, Yixiang; Rodríguez, Ricardo J; Zhang, Jianan

LSGAN-AT: Enhancing Malware Detector Robustness against Adversarial Examples Journal Article

In: Cybersecurity, vol. 4:38, no. 1, pp. 15, 2021, ISSN: 2523-3246.

Abstract | Links | BibTeX | Tags: Adversarial malware example, Generative adversarial network, Machine learning, Malware detector, Transferability