Browsing Research Articles (Informatics) by UP Author "Nkongolo, Mike Nkongolo Wa"

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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) ...
News classification and categorization with smart function sentiment analysis

Nkongolo, Mike Nkongolo Wa (Hindawi, 2023-11)

Search engines are tools used to find information on the Internet. Since the web has a plethora of websites, the engine queries the majority of active sites and builds a database organized according to keywords utilized ...
UGRansome1819 : a novel dataset for anomaly detection and zero-day threats

Nkongolo, Mike Nkongolo Wa; Van Deventer, Jacobus Philippus; Kasongo, Sydney Mambwe (MDPI, 2021-09-30)

This research attempts to introduce the production methodology of an anomaly detection dataset using ten desirable requirements. Subsequently, the article presents the produced dataset named UGRansome, created with ...

Now showing items 1-3 of 3

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