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Online Payment Fraud Detection
Online Payment Fraud Detection using Machine Learning in Python
Created on 7th April 2024
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Online Payment Fraud Detection
Online Payment Fraud Detection using Machine Learning in Python
The problem Online Payment Fraud Detection solves
Online payment is the most popular transaction method in the world today. However, with an increase in online payments also comes a rise in payment fraud. This type of fraud can occur through various means, including stolen credit card information, phishing scams, identity theft, account takeovers, and malware attacks.
In our project, we have used logistic regression to train our model to classify transactions as fraud or not so that they can be prevented. We were able to train our data with 99% accuracy.
Challenges we ran into
We faced a problem with plotting confusion matrix, which we solved with guidance from our seniors.
Tracks Applied (1)
Fintech and Financial Inclusion
Technologies used
Discussion
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