An Efficient Deep Learning Approach to Deal with Cyberbullying
M R Naveen Kumar, D M Mushtaq Ahmed, J Prashanth, V N Vinaykumar, J. Ananda Babu, T G Keerthan Kumar · 2023
Now a days Internet become more Integral part of World particularly social media platforms, such as Instagram, Facebook & What’s app etc. which led to emergence of cybercrime. Cyberbullying is a special way of bullying which emerged with development of social networks. People are bullyingother people by commenting or by posting toxic commentor embarrassing picture which lead to cause harm to Victim reputation. It is very common among teenagers. Stating to the above challenge we have pitched a deep learning based modelto identify bullied text in meme data, our model performed well in categorizing the text in to toxic comment 10 %, obscene in between 5-10 %, insult is about 5 %, severe toxic & identity hate is almost between 2 % & threat is 0-5 %.