Aim: The aim of this project is to identify whether a website is a phishing website or a legitimate website.
Dataset: The dataset which we are gonna use for this task is Phishing Websites Data Set. [Link: https://archive.ics.uci.edu/ml/datasets/phishing+websites#] It has 30 features & 11056 observations. Here is a short description for each feature in the data set:
Results:
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Achieved AUC & Accuracy score of 0.95 using full feature SVM.
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Achieved AUC score of 0.99 using VotingClassifiers.