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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
Prediction Of Phishing URL Using Machine Learning Classifier
Authors
Bhuvaneshwari S. Patil, Ashvini S. Patil, Devayani R. Mahajan, Khushal G. Patil, Priti R. Sharma
Keywords
Cybersecurity, Phishing detection, Phishing domains, Legitimate domains, Random Forest.
Abstract
Along with the rise in technology, there is an increase in attacks involving digital platforms. It is very important to stay secure in this digital world. To respond to these attacks, we propose a method that detects phishing websites by categorizing the Internet URL and domain names of websites with the Random Forest classifier algorithm according to seventeen predetermined features. To illustrate the highest accuracy rate, the use of Random Forest algorithm is preferred. In this method, a dataset with 10,000 URLs in which 5000 URLs are non-phishing websites and 5000 URLs are phishing websites to be labelled according to seventeen predetermined features.
IJCRT's Publication Details
Unique Identification Number - IJCRT2504856
Paper ID - 282722
Page Number(s) - h234-h238
Pubished in - Volume 13 | Issue 4 | April 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Bhuvaneshwari S. Patil, Ashvini S. Patil, Devayani R. Mahajan, Khushal G. Patil, Priti R. Sharma, "Prediction Of Phishing URL Using Machine Learning Classifier", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 4, pp.h234-h238, April 2025, Available at :http://www.ijcrt.org/papers/IJCRT2504856.pdf
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Volume 14 | Issue 2
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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