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Detecting phishing website using machine learning algorithms project on Python

Python ideas   Last update on -  February 23, 2021
Rinkal Vala
Rinkal Vala
python 
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Detecting phishing website using machine learning algorithms project abstract


Publish by  Rinkal Vala
Project Name  Detecting phishing website using machine learning algorithms
Upload Date  February 23, 2021
Platform  Python
Programming Language  python
Database  mysql
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Back end  
Project Type  web Application
View  2000

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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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