Jordan Wylie

Jordan Wylie

Publications

An Evolutionary based Generative Adversarial Network Inspired Approach to Defeating Metamorphic Malware

Published in Proceedings of the Companion Conference on Genetic and Evolutionary Computation, 2023

This paper investigates the use of an evolutionary Generative Adversarial Network (GAN) inspired approach to generate metamorphic Android malware.

Recommended citation: Babaagba, K. O., & Wylie, J. (2023). An Evolutionary based Generative Adversarial Network Inspired Approach to Defeating Metamorphic Malware. In GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation (1753-1759). https://doi.org/10.1145/3583133.3596362 https://doi.org/10.1145/3583133.3596362

Evaluation of Ensemble Learning for Android Malware Family Identification

Published in Journal of Guangzhou University (Natural Science Edition), 2020

This paper evaluates the effectiveness of an ensemble learning approach for the classification of Android malware families.

Recommended citation: Wylie, J., Tan, Z., Al-Dubai, A., & Wang, J. (2020). Evaluation of Ensemble Learning for Android Malware Family Identification. Journal of Guangzhou University (Natural Science Edition), 19(4), 28-41 http://researchrepository.napier.ac.uk/Output/2759936