no code implementations • 16 Feb 2023 • Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
This paper surveys the current research and literature for the use of Generative Adversarial Networks in the malware problem space.
no code implementations • 20 Aug 2022 • Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
In this study, we proposed a two-stage model that combines the Birch clustering algorithm and MLP classifier to improve the performance of network anomaly multi-classification.
no code implementations • 30 Mar 2022 • Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
Then, we apply recursive feature elimination(RFE) as a wrapper feature selection method to further eliminate redundant features recursively on the reduced feature subsets.