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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
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 : 11
Issue Published : 118
Article Submitted : 21513
Article Published : 8514
Total Authors : 22401
Total Reviewer : 805
Total Countries : 158
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Published Paper Details
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| Paper Title: | Phishing Website Detection using Machine Learning Algorithms |
| Authors Name: | Sayyad Lal Salam |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_184845
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| Published Paper Id: | IJRTI2212043 |
| Published In: | Volume 7 Issue 12, December-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 attack, Machine learning |
| Cite Article: | "Phishing Website Detection using Machine Learning Algorithms", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 12, page no.336 - 339, December-2022, Available :http://www.ijrti.org/papers/IJRTI2212043.pdf |
| Downloads: | 000205268 |
| 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: IJRTI2212043
Registration ID:184845
Published In: Volume 7 Issue 12, December-2022
DOI (Digital Object Identifier):
Page No: 336 - 339 Country: N.T.R, Andhra Pradesh, India Research Area: Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2212043 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2212043 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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