Bullyproof Sentinel: Fortifying Online Spaces Against Bullying using Machine Learning
Dilshani M.M.T., T. Vinoshan, Wijesinghe W.A.S.D., V. Jathushan, Amila Nuwan Senarathne, Amali Gunasinghe · 2023
In the current social media landscape, cyberbullying and online harassment remain pressing issues. Therefore, we planned a cyberbullying detection system for social media platforms. It can protect online communities from toxic behaviors and make a global impact by fostering a safer and more constructive online environment. We are mainly focused on developing an improved technique to detect bot profiles on social media, developing a mechanism to detect abusive content and sarcasm, developing a mechanism to detect defamatory comments on social media, and developing an effective method for detecting offensive and abusive content in image-format reviews on social media using machine learning algorithms.