This Week’s Recommended AI/ML Articles On Medium (Oct 17) | by Richmond Alake | Oct, 2020
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Recommended learn for Data Science college students and ML practitioners with curiosity CyberSecurity.
Victor Basu paperwork a analysis experiment that explores the utilisation of Machine Learning and Deep Learning methods to categorise DDoS (distributed denial-of-service) assaults. A normal technique of community infiltration used by hackers.
Victor’s article applies ML/Data Science methods to a CyberSecurity use case, an space of computing that has risen in reputation in correlation to the adoption of A.I. based mostly purposes.
There’s a wealth of information to be obtained from this text. There’s an inclusion of typical information science undertaking processes that one may encounter equivalent to information gathering, exploratory information evaluation or mannequin implementation.
Victor additionally consists of important subjects equivalent to information reminiscence administration and coaching visualisation.
Machine Learning practitioners will recognize the versatile strategy to detecting DDoS assaults that Victor has carried out. The experiment covers each supervised and unsupervised ML approached to classification.
Relevant code snippets and visualisation supplies are supplied within the article.