JETIREXPLORE- Search Thousands of research papers



Published in:

Volume 7 Issue 6
June-2020
eISSN: 2349-5162

Unique Identifier

JETIR2006018

Page Number

117-123

Share This Article


Title

Detection of Phishing Websites Using Machine Learning Techniques

ISSN

2349-5162

Cite This Article

"Detection of Phishing Websites Using Machine Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 6, page no.117-123, June-2020, Available :http://www.jetir.org/papers/JETIR2006018.pdf

Abstract

Phishing is a website forgery with an intention to track and steal the sensitive information of online users. It is a form of identity theft, in which criminals build replicas of target websites and lure unsuspecting victims to disclose their sensitive information like passwords, PIN, etc. A huge volume of information is downloaded and uploaded constantly to the web. This gives opportunities for criminals to hack important personal information. To overcome the issues faced here, we have developed a phishing websites detection technique based on machine learning classifiers with a wrapper features selection method. Classification algorithms used are Artificial Neural Network, Random Forest and Support Vector Machine. Dynamic features extraction is made from the entered URL and the trained model is used for the detection of phishing URL.

Key Words

Phishing, Phishing attack, Wrapper Features Selection, Machine Learning Classifiers,WHOIS Protocol, Dynamic Features Selection

Cite This Article

"Detection of Phishing Websites Using Machine Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp117-123, June-2020, Available at : http://www.jetir.org/papers/JETIR2006018.pdf

Publication Details

Published Paper ID: JETIR2006018
Registration ID: 233799
Published In: Volume 7 | Issue 6 | Year June-2020
DOI (Digital Object Identifier):
Page No: 117-123
ISSN Number: 2349-5162

Download Paper

Preview Article

Download Paper




Cite This Article

"Detection of Phishing Websites Using Machine Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 6, page no. pp117-123, June-2020, Available at : http://www.jetir.org/papers/JETIR2006018.pdf




Preview This Article


Downlaod

Click here for Article Preview