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Title: :  Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks
PaperId: :  23540
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23540
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
B RAJA KUMARSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
V AASHRITHASIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
P RAHUL KUMARSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
T SHIVAJI NAIDUSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
B BALUSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY
K SATHWICKSIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY

Abstract

INFORMATION TECHNOLOGY
Social Media, Fake, Accounts, ML, Classification
In present times, social media plays a key role in every individual life. Everyday majority of the people are spending their time on social media platforms. The number of accounts in these social networking sites has dramatically increasing day-by-day and many of the users are interacting with others irrespective of their time and location. These social media sites have both pros and cons and provide security problems to us also for our information. To scrutinize, who are giving threats in these networking sites we need to organize these social networking accounts into genuine accounts and fake accounts. Traditionally, we are having different classification methods to point out the fake accounts on social media. But we must increase the accuracy rate in identifying fake accounts on these sites. In our project we are going with Machine Learning technologies and Natural Language processing (NLP) to increase the accuracy rate of detecting the fake accounts. We opted for Support Vector Machine algorithm.

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IJARIIE B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. "Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 5043-5049
MLA B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. "Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 5043-5049.
APA B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, & K SATHWICK. (2024). Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 5043-5049.
Chicago B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. "Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 5043-5049.
Oxford B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. 'Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 5043-5049. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Unmasking_Deceptive_Profile__A_Supervised_Approach_To_Spotting_Fake_Identities_On_Social_Networks_ijariie23540.pdf (Accessed : ).
Harvard B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. (2024) 'Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 5043-5049IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Unmasking_Deceptive_Profile__A_Supervised_Approach_To_Spotting_Fake_Identities_On_Social_Networks_ijariie23540.pdf (Accessed : )
IEEE B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK, "Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 5043-5049, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Unmasking_Deceptive_Profile__A_Supervised_Approach_To_Spotting_Fake_Identities_On_Social_Networks_ijariie23540.pdf [Accessed : ].
Turabian B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. "Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver B RAJA KUMAR, V AASHRITHA, P RAHUL KUMAR, T SHIVAJI NAIDU, B BALU, and K SATHWICK. Unmasking Deceptive Profile: A Supervised Approach To Spotting Fake Identities On Social Networks. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 5043-5049. Available from: https://ijariie.com/AdminUploadPdf/Unmasking_Deceptive_Profile__A_Supervised_Approach_To_Spotting_Fake_Identities_On_Social_Networks_ijariie23540.pdf
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