sn-chege/Malicious-Urlv5

A multi-layered and multi-tiered Machine Learning security solution, it supports always on detection system, Django REST framework used, equipped with a web-browser extension that uses a REST API call.

Malicious URL Detector

Malicious URL Detector

CONCEPT VIDEO 👇

Updated Application at: https://mudvfinalradar.eu-gb.cf.appdomain.cloud/

This application is live at https://malicious-url-detectorv5.herokuapp.com/

Android application repository URL : https://github.com/abhisheksaxena1998/Android-Application-Malicious-URL-Detector

APK URL : https://github.com/abhisheksaxena1998/Android-Application-Malicious-URL-Detector/blob/master/Malicious%20URL%20Detector.apk

Life is dependent mainly on internet in todays life for moving business online, or making online transactions. Resulting in cyber-thefts and cyber-frauds increasing exponentially day by day, leading to compromised security and infiltration of hackers or third parties while transacting online.

Test Data

Test URL	Result (Target)
https://home-paypal-jp.moonkahonda.com/panel_JP/-/jp/xppl/	Malicious
https://galsterberg.panomax.com/	Legitimate
https://oberstdorf.panomax.com/schrattenwang	Legitimate
https://addons.mozilla.org/de/firefox/addon/mynthos-tv/?src=search	Legitimate
http://ord-amazsn.com	Malicious
http://ww17.login-appleid.apple.com.alert-wode.com/	Malicious
http://support.facebook.com-uuynqiyacp.tekhencorp.com/	Malicious
https://galsterberg.panomax.com/	Legitimate
https://www.google.com/	Legitimate
https://wallpapersite.com/abstract/	Legitimate
https://www.freepik.com/free-vector	Legitimate

Installation Guide.

1. Extract Malicious-Urlv5 zip file.

2. Inside Malicious-Urlv5 there is a file requirements.txt

3. Open command prompt in Malicious-Urlv5 folder

   

4. Type following command in cmd

   

5. Dependencies will start installing.

   

6. To run the code, write following command in terminal.

   python manage.py runserver

   

7. Type http://127.0.0.1:8000/ in URL bar of browser and press Enter. Machine Learning powered Web Application will start.

   

8. Type a valid URL for example to fetch analysis:

   https://www.mi.com

   This is an example of Legitimate URL.

   

9. Another example of Legitimate URL

   https://technoutsav.techgig.com/

   

10. Another Legitimate URL

    https://www2.deloitte.com/in/en.html

    

11. Example of Malicious Website

    http://www.dhilloncraneservice.com/.well-known/bankofamerica.com/

    

12. Another Malicious URL

    https://home-paypal-jp.moonkahonda.com/panel_JP/-/jp/xppl/