Detection Of Fake Profile in Online Social Networks Using Machine Learning.
Abstract & Details
Research Area
Computer Engineering
Keywords
Social media
Fake accounts
Machine learning algorithms
Fake Profile
Online Social
Comprehensive Review.
Abstract
Social media sites are used on a regular basis in today's world and have become an integral part of our lives. It is one of the main means of communication and has become a tool for both spammers and scammers. Such social media platforms have changed drastically how we live our social life. It has become easier to make new friends, keep in touch with them, and know their updates. But many problems, such as fake profiles and online impersonation, have also grown with the rapid growth of social media. This project presents a machine learning (Neural Network) method for detecting fake accounts in social media. In this work a study is carried out of different research papers and provides a comparative study of existing work done. Fake accounts are mostly used by intruders to perform malicious activities such as personal identity harm, theft, and privacy intrusion on social me.
License
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Sonal Vinod Chaudhari | Shram Sadhana Bombay Trust's College of Engineering and Technology, Jalgaon, Maharashtra |
| 2 | Dipika Sanjay Mahajan | Shram Sadhana Bombay Trust's College of Engineering and Technology, Jalgaon, Maharashtra |
| 3 | Chaitali Anil Patil | Shram Sadhana Bombay Trust's College of Engineering and Technology, Jalgaon, Maharashtra |
| 4 | Priyanka Kailas Chavan | Shram Sadhana Bombay Trust's College of Engineering and Technology, Jalgaon, Maharashtra |
| 5 | Karishma Suresh Falak | Shram Sadhana Bombay Trust's College of Engineering and Technology, Jalgaon, Maharashtra |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Chaudhari, Sonal Vinod, Mahajan, Dipika Sanjay, Patil, Chaitali Anil, Chavan, Priyanka Kailas, & Falak, Karishma Suresh (2021). Detection Of Fake Profile in Online Social Networks Using Machine Learning.. International Journal of Advance Research and Innovative Ideas In Education, 7(4), 1338-1342.
MLA Style
Chaudhari, Sonal Vinod, et al. "Detection Of Fake Profile in Online Social Networks Using Machine Learning.." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, 2021, pp. 1338-1342.
IEEE Style
Sonal Vinod Chaudhari, Dipika Sanjay Mahajan, Chaitali Anil Patil, Priyanka Kailas Chavan, and Karishma Suresh Falak, "Detection Of Fake Profile in Online Social Networks Using Machine Learning.," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, pp. 1338-1342, 2021.
Vancouver Style
Chaudhari Sonal Vinod, Mahajan Dipika Sanjay, Patil Chaitali Anil, Chavan Priyanka Kailas, Falak Karishma Suresh. Detection Of Fake Profile in Online Social Networks Using Machine Learning.. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(4):1338-1342.
Harvard Style
Chaudhari, Sonal Vinod, Mahajan, Dipika Sanjay, Patil, Chaitali Anil, Chavan, Priyanka Kailas, & Falak, Karishma Suresh (2021) 'Detection Of Fake Profile in Online Social Networks Using Machine Learning.', International Journal of Advance Research and Innovative Ideas In Education, 7(4), pp. 1338-1342.
Chicago Style
Chaudhari, Sonal Vinod, et al. "Detection Of Fake Profile in Online Social Networks Using Machine Learning.." International Journal of Advance Research and Innovative Ideas In Education 7, no. 4 (2021): 1338-1342.
Turabian Style
Chaudhari, Sonal Vinod, et al. "Detection Of Fake Profile in Online Social Networks Using Machine Learning.." International Journal of Advance Research and Innovative Ideas In Education 7, no. 4 (2021): 1338-1342.
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