International Journal of Scientific and Research Publications

IJSRP, Volume 12, Issue 5, May 2022 Edition [ISSN 2250-3153]


URL Based Phishing Website Detector
      Kishor Shanmugavel, Soumik Rakshit, Barathvaraj M , Sangeetha. D, Umamaheswari. S
Abstract: In the current scenario most popular cyber crime today is phishing, Phishing is a social engineering-based attack where the phisher targets to retrieve the user’s legitimate confidential details to exploit and it is commonly done through sending mail or any other electronic communication in an automated fashion. In this paper a Machine Learning based approach on URLs of a website is done to detect phishing websites aiming to reduce the number of features for the model and improve the accuracy. The data-set contains numerous tested URLs which are labeled as good and bad.

Reference this Research Paper (copy & paste below code):

Kishor Shanmugavel, Soumik Rakshit, Barathvaraj M , Sangeetha. D, Umamaheswari. S (2022); URL Based Phishing Website Detector; International Journal of Scientific and Research Publications (IJSRP) 12(5) (ISSN: 2250-3153), DOI: http://dx.doi.org/10.29322/IJSRP.12.05.2022.p12529
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