Fake Social Media Profile Detection and Reporting Using Blockchain Technology

The proliferation of fake social media profiles poses a significant threat to user security, trust, and the integrity of online platforms. This project proposes a novel system that leverages machine learning and blockchain technology to combat this growing problem. The system aims to accurately identify fake profiles by analyzing user behavior, content, and relevant metrics. Blockchain technology is employed to ensure data integrity, transparency, and immutability in profile verification and reporting. A secure and transparent reporting mechanism is developed using blockchain to log and track reports of fake profiles. The project aims to enhance user trust by reducing the prevalence of fake profiles and creating a more trustworthy online environment. The system also facilitates secure data sharing between platforms to enable collaboration in combating fake profiles while protecting user privacy. The expected results include an accurate detection system, an immutable reporting platform, and enhanced trust and security on social media platforms. This project represents a significant step forward in addressing the challenges posed by fake social media profiles and creating a more secure and trustworthy online ecosystem.

Authors

Publication Details

Journal
International Journal of Innovative Science and Research Technology (IJISRT)
Published
2024-11-22
DOI
https://doi.org/10.38124/ijisrt/ijisrt24nov108
Primary Topic
Spam and Phishing Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Fake Social Media Profile Detection and Reporting Using Blockchain Technology

Suresh P. Vyas, Sachin N. Deshmukh, Gaurav Sati, Monika Gupta et al.
International Journal of Innovative Science and Research Technology (IJISRT)
Spam and Phishing Detection
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Fake Social Media Profile Detection and Reporting Using Blockchain Technology

Suresh P. Vyas, Sachin N. Deshmukh, Gaurav Sati, Monika Gupta, Simran Kalaska
article en

Abstract

The proliferation of fake social media profiles poses a significant threat to user security, trust, and the integrity of online platforms. This project proposes a novel system that leverages machine learning and blockchain technology to combat this growing problem. The system aims to accurately identify fake profiles by analyzing user behavior, content, and relevant metrics. Blockchain technology is employed to ensure data integrity, transparency, and immutability in profile verification and reporting. A secure and transparent reporting mechanism is developed using blockchain to log and track reports of fake profiles. The project aims to enhance user trust by reducing the prevalence of fake profiles and creating a more trustworthy online environment. The system also facilitates secure data sharing between platforms to enable collaboration in combating fake profiles while protecting user privacy. The expected results include an accurate detection system, an immutable reporting platform, and enhanced trust and security on social media platforms. This project represents a significant step forward in addressing the challenges posed by fake social media profiles and creating a more secure and trustworthy online ecosystem.

International Journal of Innovative Science and Research Technology (IJISRT)
Openalex Percentile: Top 67%
Spam and Phishing Detection
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Fake Social Media Profile Detection and Reporting Using Blockchain Technology — Suresh P. Vyas, Sachin N. Deshmukh, et al. · International Journal of Innovative Science and Research Technology (IJISRT) (2024) | TGRS Research Map | TGRS