ISSN: 2277-8322 (Online)                                                                   

 International Journal of Recent Research and Review

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Volume-XVIII (Issue 1) - MARCH 2025


 

Spam and Fake Account Detection Using Machine Learning: A Review

 

Vivek Jethani

Dr. Vibhakar Pathak

 

Keywords: Machine Learning, Artificial Intelligence, Spam Detection, Fake Account Detection.

 

Abstract: The proliferation of spam content and fake accounts on digital platforms presents significant challenges to maintaining secure and trustworthy online environments. This review paper provides a comprehensive overview of recent advancements in spam and fake account detection using machine learning (ML) techniques. It explores various data-driven approaches, algorithms, datasets, and evaluation metrics employed in combating malicious online behavior. By analyzing trends, challenges, and future directions, this paper aims to guide researchers and practitioners in developing more robust and intelligent detection systems.

 

 

International Journal of Recent  Research and Review
 

  

 

ISSN: 2277-8322

Vol. XVIII, Issue 1
March 2025

 

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PUBLISHED
March 2025
 

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Vol. XVIII, Issue 1

 

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