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Title: :  Obscenity blocker Solution
PaperId: :  23346
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-23346
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Deepthi BAMC Engineering College
Ankitha T OAMC Engineering College
Chaya DAMC Engineering College
DeeptimanAMC Engineering College

Abstract

Computer Engineering
Obscene media detection, Content moderation, Deep learning, Ensemble learning, Web scraping, Data augmentation, Browser extension, Image classification, Video classification, Digital content filtering
The internet is an ever-expanding landscape filled with diverse content ranging from informative to entertaining. However, amidst this vast array of information, there exists a darker side - obscene media. This includes adult images, videos, and other explicit content that can have harmful effects on users, especially children and adolescents. The accessibility of such content poses serious risks, including desensitization, mental health issues, and adverse impacts on social behavior. Consequently, there is an urgent need for effective solutions to detect and mitigate the spread of obscene media in web browsers, safeguarding users from exposure to harmful content. To address the pressing issue of obscene media, this research proposes an innovative ensemble learning approach tailored specifically for web browsers. Ensemble learning, a powerful technique in machine learning, involves combining the predictions of multiple models to improve overall performance. By leveraging ensemble learning, we aim to enhance the accuracy and reliability of obscene media detection, thereby providing users with a more robust defense against harmful content. This approach represents a significant advancement in the field, offering a comprehensive solution to a complex and pervasive problem plaguing the online ecosystem.

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IJARIIE Deepthi B, Ankitha T O, Chaya D, and Deeptiman. "Obscenity blocker Solution" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 4064-4069
MLA Deepthi B, Ankitha T O, Chaya D, and Deeptiman. "Obscenity blocker Solution." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 4064-4069.
APA Deepthi B, Ankitha T O, Chaya D, & Deeptiman. (2024). Obscenity blocker Solution. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 4064-4069.
Chicago Deepthi B, Ankitha T O, Chaya D, and Deeptiman. "Obscenity blocker Solution." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 4064-4069.
Oxford Deepthi B, Ankitha T O, Chaya D, and Deeptiman. 'Obscenity blocker Solution', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 4064-4069. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Obscenity_blocker_Solution_ijariie23346.pdf (Accessed : ).
Harvard Deepthi B, Ankitha T O, Chaya D, and Deeptiman. (2024) 'Obscenity blocker Solution', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 4064-4069IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Obscenity_blocker_Solution_ijariie23346.pdf (Accessed : )
IEEE Deepthi B, Ankitha T O, Chaya D, and Deeptiman, "Obscenity blocker Solution," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 4064-4069, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Obscenity_blocker_Solution_ijariie23346.pdf [Accessed : ].
Turabian Deepthi B, Ankitha T O, Chaya D, and Deeptiman. "Obscenity blocker Solution." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Deepthi B, Ankitha T O, Chaya D, and Deeptiman. Obscenity blocker Solution. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 4064-4069. Available from: https://ijariie.com/AdminUploadPdf/Obscenity_blocker_Solution_ijariie23346.pdf
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