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Browsing Research Articles (University of Pretoria) by Author "Zahra, Syeda Rabab"

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A cloud based optimization method for zero-day threats detection using genetic algorithm and ensemble learning

Nkongolo, Mike Nkongolo Wa; Van Deventer, Jacobus Philippus; Kasongo, Sydney Mambwe; Zahra, Syeda Rabab; Kipongo, Joseph (MDPI, 2022-05-31)

This article presents a cloud-based method to classify 0-day attacks from a novel dataset called UGRansome1819. The primary objective of the research is to classify potential unknown threats using Machine Learning (ML) ...

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