MUD_dataset

Malicious-Urlv5

This application is live at : https://mudvfinalradar.eu-gb.cf.appdomain.cloud/

Live Data Analysis Portal : https://mudvfinalradar.eu-gb.cf.appdomain.cloud/fetchanalysis

Chrome Extension repository : https://github.com/abhisheksaxena1998/ChromeExtension-Malicious-URL-v5-IBM

Dataset link : https://github.com/Hritiksum/MUD_dataset

Training and Testing link : https://github.com/Hritiksum/MUD_dataset/blob/master/Training%20and%20Testing%20Model/Training%20and%20Testing.ipynb

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.

Result Dataset

When predicting URL validity and phishing assets, the MUD application fetches sensitive and dynamic data about URLs such as its domain, registrar, registrar address, organization, and Alexa web traffic rank.

S.NO	URL	Property	Name	Organisation	Address	City	State	Zipcode	Country	E-mails	Domain	Alexa Rank	Registrar	time
0	https://www.airtelxstream.in/search	Legitimate	airtelxstream.in	None	None	None	Delhi	None	IN	None	airtelxstream.in	5793	GoDaddy.com LLC	35:42.8
1	https://www.airtelxstream.in/livetv-channels/sony-sab/mwtv_livetvchannel_347	Legitimate	airtelxstream.in	None	None	None	Delhi	None	IN	None	airtelxstream.in	5793	GoDaddy.com LLC	43:56.8
2	https://myjiocare.com/sony-liv-premium-account-free/	Legitimate	MYJIOCARE.COM	None	india	mumbai	Maharashtra	421001	IN	abuse-contact@publicdomainregistry.comnsk.rockstar97@gmail.comabuse@bigrock.com	MYJIOCARE.COM	2272473	BigRock Solutions Ltd	46:49.2
3	https://www.youtube.com/watch?v=dnbkysr3hoo	Legitimate	YOUTUBE.COMyoutube.com	Google LLC	None	None	CA	None	US	abusecomplaints@markmonitor.comwhoisrequest@markmonitor.com	YOUTUBE.COMyoutube.com	2	MarkMonitor Inc.	49:58.2
4	https://www.youtube.com/watch?v=pyc61thl3o8	Legitimate	YOUTUBE.COMyoutube.com	Google LLC	None	None	CA	None	US	busecomplaints@markmonitor.comwhoisrequest@markmonitor.com	YOUTUBE.COMyoutube.com	2	MarkMonitor Inc.	53:08.6
..	..	..	..	..	..	..	..	..	..	..	..	..	..	..

Some Phishing Webpages successfully detected by Malicious URL Detector

- WHO Phishing page

- UK Government Phishing page

- Bank- ChaseBank phishing page

- Netflix Phishing page

- Adobe login phishing page

- Facebook phishing page

- Microsoft phishing page

- Paypal Payment phishing page

- Yahoo phishing page

- Bank- ChaseBank phishing site