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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 7 | Month- July 2024
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Published Paper Details:
Paper Title
Phishing Detection Using ML Based URL Classification
Authors
Ishan Bhise, Soham Deo, Debjyoti Mandal
Keywords
machine learning, data mining, phishing URL, classification, binary classification problem, phishing detection.
Abstract
This paper presents a Python-based
solution for detecting illegal phishing attempts through
email and URL analysis. The system employs two
primary detection mechanisms: email content analysis
and URL scanning. Leveraging machine learning
algorithms and natural language processing techniques,
the email analysis module identifies suspicious
patterns, malicious links, and deceptive content within
incoming messages. Concurrently, the URL detection
component scrutinizes web addresses for signs of
phishing activity, such as deceptive domain names and
suspicious redirections. The integration of these two
detection methods offers a comprehensive approach to
identifying and mitigating phishing threats. Keywords:
Phishing Detection, Python, Email Analysis, URL
Scanning, Machine Learning, Natural Language
Processing.
IJCRT's Publication Details
Unique Identification Number - IJCRT24A4705
Paper ID - 258332
Page Number(s) - o825-o833
Pubished in - Volume 12 | Issue 4 | April 2024
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Ishan Bhise, Soham Deo, Debjyoti Mandal, "Phishing Detection Using ML Based URL Classification", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 4, pp.o825-o833, April 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A4705.pdf
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Volume 12 | Issue 7
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Volume 12 | Issue 7
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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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