TY - GEN
T1 - SVM Based Fake Account Sign-In Detection
AU - Ramya, S. R.
AU - Priyanka, R.
AU - Priya, S. Siva
AU - Srinivashini, M.
AU - Yasodha, A.
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - In today's society, Fake social profiles are multiplying quickly and disseminating false information and news through this expanding channel. The misuse of personal data and illegal social offenses are the primary causes of false accounts. In this research work, fake accounts are identified and prevented in the browser. The technique uses two algorithms: Neural Network (NN) and Support Vector Machine (SVM), to classify the fake accounts and block them in the browser. In modern days, everyone's life is strongly connected to online social networks. It is simpler to add new friends and stay up to speed with their changes. A variety of fields, including business, research, education, activism, and the workplace are impacted by Online Social Networks (OSN).
AB - In today's society, Fake social profiles are multiplying quickly and disseminating false information and news through this expanding channel. The misuse of personal data and illegal social offenses are the primary causes of false accounts. In this research work, fake accounts are identified and prevented in the browser. The technique uses two algorithms: Neural Network (NN) and Support Vector Machine (SVM), to classify the fake accounts and block them in the browser. In modern days, everyone's life is strongly connected to online social networks. It is simpler to add new friends and stay up to speed with their changes. A variety of fields, including business, research, education, activism, and the workplace are impacted by Online Social Networks (OSN).
UR - https://www.scopus.com/pages/publications/85161243770
UR - https://www.scopus.com/pages/publications/85161243770#tab=citedBy
U2 - 10.1109/ICOEI56765.2023.10125850
DO - 10.1109/ICOEI56765.2023.10125850
M3 - Conference contribution
AN - SCOPUS:85161243770
T3 - 7th International Conference on Trends in Electronics and Informatics, ICOEI 2023 - Proceedings
SP - 1509
EP - 1514
BT - 7th International Conference on Trends in Electronics and Informatics, ICOEI 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th International Conference on Trends in Electronics and Informatics, ICOEI 2023
Y2 - 11 April 2023 through 13 April 2023
ER -