https://github.com/shivamsaraswat/credit-card-fraud-detection

This is an Online Transaction Fraud Detection System (FDS) to detect payment frauds. Made using Django.
https://github.com/shivamsaraswat/credit-card-fraud-detection

credit-card-fraud-detection django django-framework fraud-detection fraud-detection-system fraud-prevention

Last synced: about 1 month ago
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This is an Online Transaction Fraud Detection System (FDS) to detect payment frauds. Made using Django.

• Host: GitHub
• URL: https://github.com/shivamsaraswat/credit-card-fraud-detection
• Owner: shivamsaraswat
• License: mit
• Created: 2021-05-28T06:26:55.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-07-21T15:39:09.000Z (4 months ago)
• Last Synced: 2024-09-28T16:23:08.865Z (about 2 months ago)
• Topics: credit-card-fraud-detection, django, django-framework, fraud-detection, fraud-detection-system, fraud-prevention
• Language: JavaScript
• Homepage:
• Size: 1.82 MB
• Stars: 19
• Watchers: 1
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Online Transaction Fraud Detection using Backlogging on E-Commerce Website

 

* This is a Mini Project I got in my 6th Semester of Engineering. I did this as a group project with my 3 friends. We made this project using [Django](https://www.djangoproject.com/) framework of Python. 

* In this, we implemented Fraud Detection System (FDS) using Behavior and Location Analysis (BLA) to detect a payment fraud. FDS verifies whether the transaction is genuine or not. User spending patterns and geographical location is used to verify the identity. If any unusual pattern is detected, payment is declined.

* For location analysis, we utilised [ipinfo.io](https://ipinfo.io/). To obtain the location, we must utilise the ipinfo.io access token. 

### How to Use?

    git clone https://github.com/shivamsaraswat/credit-card-fraud-detection.git

    cd credit-card-fraud-detection.git

    pip install virtualenv

    virtualenv env

    .\env\Scripts\activate

    pip install -r .\requirements.txt

    After working

    deactivate