Browsing School of Mathematical & Computational Sciences by Subject "Machine Learning"

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Detecting and mitigating the distributed denial of service attacks in software defined networks using machine learning approach - the integrated random forest and K-nearest neighbours classifiers

Ledwaba, Matlala (2023)

Distributed Denial of Service (DDoS) attacks present substantial risks to network availability and stability, especially within the realm of Software Defined Networks (SDNs). Inventive and efficient detection and mitigation ...
Prediction of South African crime rate using supervised machine learning techniques

Mutobvu, Ronewa (2023)

Kaggle crime statistics for South Africa were used to create machine learning categorization models. Although the techniques used in the experiments that came before this one differed, the dataset that was used was. The ...

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