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Author/Affiliation: Mohd Saberi Mohamad

Fuzzy Modelling using Firefly Algorithm for Phishing Detection

by Noor Syahirah Nordin, Mohd Arfian Ismail, Vitaliy Mezhuyev, Shahreen Kasim, Mohd Saberi Mohamad and Ashraf Osman Ibrahim

Advances in Science, Technology and Engineering Systems Journal, Volume 4, Issue 6, Page # 291–296, 2019; DOI: 10.25046/aj040637

Abstract:

A fuzzy system is a rule-based system that uses human experts’ knowledge to make a particular decision, while fuzzy modeling refers to the identification process of the fuzzy parameters. To generate the fuzzy parameters automatically, an optimization method is needed. One of the suitable methods provides the Firefly Algorithm (FA). FA is a nature-inspired algorithm…