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 DetectorCONCEPT 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
- Type following command in cmd
- 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/ 
