Efficient Detection of Phishing Websites Using Multilayer Perceptron
DOI:
https://doi.org/10.3991/ijim.v14i11.13903Keywords:
Multilayer Perceptron (MLP), Activation function, Semantic attack, PhishingAbstract
Phishing is a type of Internet fraud that aims to acquire the credential of users via scamming websites. In this paper, a novel approach is utilized that uses a Neural Network with a multilayer perceptron to detect the scam URL. The proposed system improves the accuracy of the scam detection system as it achieves a high accuracy percentage of 98.5%.
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Published
2020-07-10
How to Cite
Odeh, A. J., Keshta, I., & Abdelfattah, E. (2020). Efficient Detection of Phishing Websites Using Multilayer Perceptron. International Journal of Interactive Mobile Technologies (iJIM), 14(11), pp. 22–31. https://doi.org/10.3991/ijim.v14i11.13903
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Papers