Fake and Close Account Finder Using Social Media

  • Unique Paper ID: 175504
  • PageNo: 3187-3194
  • Abstract:
  • Social media has become an essential part of daily life, but it is also exploited by malicious users creating fake accounts for cyberbullying, spreading misinformation, or committing fraud. Detecting and closing these accounts is critical for maintaining digital trust. In this paper, we propose a system that identifies and flags fake social media accounts using machine learning techniques, natural language processing, and user behavior analysis. Our experimental results demonstrate the efficiency and accuracy of the proposed method across different social media platforms.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{175504,
        author = {Monisha K and Archana AP and Balaji K and Suryaprabha D},
        title = {Fake and Close Account Finder Using Social Media},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {11},
        pages = {3187-3194},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=175504},
        abstract = {Social media has become an essential part of daily life, but it is also exploited by malicious users creating fake accounts for cyberbullying, spreading misinformation, or committing fraud. Detecting and closing these accounts is critical for maintaining digital trust. In this paper, we propose a system that identifies and flags fake social media accounts using machine learning techniques, natural language processing, and user behavior analysis. Our experimental results demonstrate the efficiency and accuracy of the proposed method across different social media platforms.},
        keywords = {Key words: Fake Account Detection, Social Media Analysis, Cybersecurity, Machine Learning, Natural Language Processing, User Behavior Analytics, Account Verification},
        month = {April},
        }

Cite This Article

K, M., & AP, A., & K, B., & D, S. (2025). Fake and Close Account Finder Using Social Media. International Journal of Innovative Research in Technology (IJIRT), 11(11), 3187–3194.

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