Call for Papers:Vol.12 Issue.1

Submission
Last date		 28-Feb-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING
PaperId: :  25278
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 6 2024
DUI:    16.0415/IJARIIE-25278
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Yawalkar Prasad PramodGovernment College of Engineering, Amravati
Dr. Prashat N. ChaturGovernment College of Engineering, Amravati
Dr. Kamlesh A. WaghmareGovernment College of Engineering, Amravati

Abstract

Computer Science and Engineering
Phishing, URL, Cybercrime, Personal Information
Phishing is a form of social engineering attack aimed at stealing personal information from individuals through websites or email. This information can include passwords, credit card details, bank account information, and other personal data. Phishing takes place when a malicious actor attempts to impersonate a reputable service provider. Various traditional methods and new techniques are utilized to enhance the detection accuracy and reduce the success rate of phishing websites in stealing information. Several anti-phishing techniques are there such as blacklist, heuristic, visual similarity and machine learning. Machine Learning is efficient technique to detect phishing. It also removes drawback of existing approach. Different algorithms are used with the assistance of Machine Learning techniques to identify Phishing Websites. The main goal of this research is to identify phishing websites through the utilization of Machine Learning techniques. Machine Learning Algorithms like Random Forest, Decision Tree, K-Nearest Neighbors, Gradient Boosting, XGBoost, Support Vector Machine, Naïve Bayes, and more are used to detect phishing websites.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. "SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 6 2024 Page 199-202
MLA Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. "SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10.6(2024) : 199-202.
APA Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, & Dr. Kamlesh A. Waghmare. (2024). SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 10(6), 199-202.
Chicago Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. "SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 6 (2024) : 199-202.
Oxford Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. 'SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, 2024, p. 199-202. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SURVEY_ON_DETECTION_OF_PHISHING_WEBSITE_USING_MACHINE_LEARNING_ijariie25278.pdf (Accessed : 24 May 2025).
Harvard Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. (2024) 'SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 10(6), pp. 199-202IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SURVEY_ON_DETECTION_OF_PHISHING_WEBSITE_USING_MACHINE_LEARNING_ijariie25278.pdf (Accessed : 24 May 2025)
IEEE Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare, "SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, pp. 199-202, Nov-Dec 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/SURVEY_ON_DETECTION_OF_PHISHING_WEBSITE_USING_MACHINE_LEARNING_ijariie25278.pdf [Accessed : 24 May 2025].
Turabian Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. "SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 6 (24 May 2025).
Vancouver Yawalkar Prasad Pramod, Dr. Prashat N. Chatur, and Dr. Kamlesh A. Waghmare. SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 24 May 2025]; 10(6) : 199-202. Available from: https://ijariie.com/AdminUploadPdf/SURVEY_ON_DETECTION_OF_PHISHING_WEBSITE_USING_MACHINE_LEARNING_ijariie25278.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 5/24/2025 11:46:05 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ Download
SOLAR TRACKING SYSTEM WITH WEATHER FORECASTING AND AUTOMATED CLEANING SYSTEMArtificial Intelligence Electrical and Electronics EngineeringVanarasan S Download
ASD PredictionComputer scienceAbhilasha M Download
Music Recommendation based on Face Emotion Using Artificial Intelligence and Machine LearningInformation Science EngineeringDr. Sreenivasa Murthy V Download
SMART TRAFFIC AI MONITORING SYSTEM-AI/MLINFORMATION SCIENCE AND ENGINEERING PRIYANKA MT Download
SHADOW THE WEB BROWSERComputer Science and EngineeringLakshmi Narayan S Download
SECUHIRE – AI-POWERED INTERVIEW DETECTION SYSTEMComputer Engineering Tharun R Download
Early Detection Of Electrical Fault Line Using Artificial IntelligenceElectrical Engineering , Computer Science , Artificial IntelligenceRakshitha R Download
Real Time Object Detection Tracking using YOLO and Deep SORTInformation science and engineeringNandan M R Download
An AI-Integrated Intelligent Health Advisory System with Machine-Learning-Based Ayurvedic Formulation RecommendationInformation Science EngineeringSrinidhi G Download
Blockchain-Based Decentralized Medical Health Management System using Smart Contracts and IPFS Information Science and EngineeringVarun V Download
Precision Agriculture Using Machine Learning and IOTComputer Science and EngineeringRamesh B E Download
A Secure Blockchain Based Voting SystemComputer Science and EngineeringSagar K R Download
Chatbot based helpdesk for Government employee and departmentsComputer science & Engineering(Cyber Security Engineerting)Dr. Shanthi S Download
Zero Trust ArchitectureComputer EngineeringAditya Yanna Download
12