An improved vulnerability exploitation prediction model with novel cost function and custom trained word vector embedding

Cost functions; Forecasting; Large dataset; Multilayer neural networks; Network layers; Network security; Open source software; Software reliability; National vulnerability database; Over fitting problem; Performance metrics; Prediction model; Recent researches; Resampling technique; System software...

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Bibliographic Details
Main Authors: Hoque M.S., Jamil N., Amin N., Lam K.-Y.
Other Authors: 57220806665
Format: Article
Published: MDPI AG 2023
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Summary:Cost functions; Forecasting; Large dataset; Multilayer neural networks; Network layers; Network security; Open source software; Software reliability; National vulnerability database; Over fitting problem; Performance metrics; Prediction model; Recent researches; Resampling technique; System softwares; Unique identifiers; Predictive analytics; algorithm; computer security; machine learning; reproducibility; Algorithms; Computer Security; Machine Learning; Neural Networks, Computer; Reproducibility of Results