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Detecting phishing website using machine learning algorithms project on Python

Python ideas     Rinkal Vala    2021-02-23

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Detecting phishing website using machine learning algorithms project abstract


Posted by :  Rinkal Vala
Project Name :  Detecting phishing website using machine learning algorithms
Upload Date :  2021-02-23
Platform :  Python
Programming Language :  python
Database :  mysql
Project Type :  web Application
View :  91

Detecting phishing website using machine learning algorithms project description



A fraud attempt to get sensitive and personal information like password, username, and bank details like credit/debit card details by masking as a reliable organization in electronic communication. The phishing website will appear the same as the legitimate website and directs the user to a page to enter personal details of the user on the fake website. Through machine learning algorithms one can improve the accuracy of the prediction. The proposed method predicts the URL based phishing websites based on features and also gives maximum accuracy. This method uses uniform resource locator (URL) features. We identified features that phishing site URLs contain. The proposed method employs those features for phishing detection. The proposed system predicts the URL based phishing websites with maximum accuracy. We shall talk about various machine learning, the algorithm which can help in decision making and prediction. We shall use one of the algorithm to get better accuracy of prediction.

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