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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Paper Title
MALICIOUS URL DETECTION USING 1D CNN AND TENSORFLOWJS
Authors
Harish S, T Veni Priya M.tech.,(Ph.D), Venkatramanan M, Suraj B
Keywords
1D CNN, URL, browser extension, machine learning, phishing websites, neural network,deep learning, tensorflowJS.
Abstract
Phishing web sites have been a serious chance to cyber safety which employs each social engineering and technical trick to steal clients� non-public identity statistics and monetary account information. Recent years have proved the hasty increase of phishing attacks. Phish recognizer is targeted on getting rid of the identity robbery and fraud that result from the growing problem of phishing. We propose phish recognizer, a deep learning-based method that uses 1D CNN to build an accurate function representation of URLs, which we use to teach a phishing URL classifier. In conclusion, the model that has been trained has a high precision and recall value, and the model is converted to tensorflowJS model to run inside a browser extension.
IJCRT's Publication Details
Unique Identification Number - IJCRT2009235
Paper ID - 198615
Page Number(s) - 1847-1851
Pubished in - Volume 8 | Issue 9 | September 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Harish S, T Veni Priya M.tech.,(Ph.D), Venkatramanan M, Suraj B, "MALICIOUS URL DETECTION USING 1D CNN AND TENSORFLOWJS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 9, pp.1847-1851, September 2020, Available at :http://www.ijcrt.org/papers/IJCRT2009235.pdf
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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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