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International Journal for Research Trends and Innovation
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ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19455
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Total Authors : 21252
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| Paper Title: | Detection of Phishing Websites Using Machine Learning |
| Authors Name: | B. Prasanna Kumar , B. Venkatesh , J.U.N.V Sai Krishna , Ch Sriram , V Naga Sai |
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| Author Reg. ID: |
IJRTI_181998
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| Published Paper Id: | IJRTI2205105 |
| Published In: | Volume 7 Issue 5, May-2022 |
| DOI: | |
| Abstract: | Phishing attack is a simplest way to obtain sensitive information from innocent users. Aim of the phishers is to acquire critical information like username, password and bank account details. Cyber security persons are now looking for trustworthy and steady detection techniques for phishing websites detection. This paper deals with machine learning technology for detection of phishing URLs by extracting and analyzing various features of legitimate and phishing URLs. Decision Tree, random forest and Support vector machine algorithms are used to detect phishing websites. Aim of the paper is to detect phishing URLs as well as narrow down to best machine learning algorithm by comparing accuracy rate, false positive and false negative rate of each algorithm. |
| Keywords: | Phishing, Cyber Security, Random forest, Support vector machine |
| Cite Article: | "Detection of Phishing Websites Using Machine Learning ", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 5, page no.618 - 621, May-2022, Available :http://www.ijrti.org/papers/IJRTI2205105.pdf |
| Downloads: | 000205138 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2205105
Registration ID:181998
Published In: Volume 7 Issue 5, May-2022
DOI (Digital Object Identifier):
Page No: 618 - 621 Country: GUNTUR, ANDHRA PRADESH, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2205105 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2205105 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
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