A Framework for Predicting Phishing Websites using Neural Networks

Details A Framework for Predicting Phishing Websites using Neural Networks A Framework for Predicting Phishing Websites using Neural Networks

2011-09-06

arxiv.org/abs/1109.1074v1

IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 2, 2011, 330-336

Computer Science

Neural and Evolutionary Computing

Phishing, Neural Networks, Classification,Learning, Phishing Detection

Scientific paper

In India many people are now dependent on online banking. This raises security concerns as the banking websites are forged and fraud can be committed by identity theft. These forged websites are called as Phishing websites and created by malicious people to mimic web pages of real websites and it attempts to defraud people of their personal information. Detecting and identifying phishing websites is a really complex and dynamic problem involving many factors and criteria. This paper discusses about the prediction of phishing websites using neural networks. A neural network is a multilayer system which reduces the error and increases the performance. This paper describes a framework to better classify and predict the phishing sites using neural networks.

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