AI Powered Anti-Cyber Bullying System using Machine Learning Algorithm of Multinomial Naive Bayes and Optimized Linear Support Vector Machine

Abstract--"Unless and until our society recognizes cyber Hatred, violence, and hostility in modern world can take several form [4],[5],[6],[2], one of which is cyber bullying using modern day technology medium. While the era of internet had brought in tremendous innovation and improvements to our daily activities and overall way of life, it had also opened floodgates for cyber bullying. The impact of social media like Instagram, Facebook, Twitter, WhatsApp, etc. on daily basis cannot be over emphasize as they had greatly influence modern way of communication As useful as social media is, it is a medium for promoting hatred, harassment, racism, etc. which is currently affecting millions of people across the globe. Statistical record from 2019 Cyber bullying Data shows that 95% of teens in the U.S. are online, and the vast majority has access to internet on their mobile device, makes social media platform the most common medium for cyber bullying [11].