After the Cambridge Ananlytica scandal, the social giant Facebook is continuously updating its security and privacy policies to restore their faith on their billion user base. After the data leak, Facebook made public its secret community standard policies through which they provided user with the flexibility to control data sharing and the types of content sharing which do not violate Facebook's policy. The internal team and the Artificial Intelligence Systems are working hard to check the contents posted on Facebook to prevent the spread of hatred, discrimination, violence and terrorism. Now again in another new move Facebook is checking and removing huge number of Fake Accounts from its social platform. It has already removed 583 million fake accounts out of its billion user base within the first quarter of 2018 to prevent spamming, privacy scandals and misuse of the social platform for violence, hatred and discrimination. The Facebook's artificial intelligence systems are really working effectively to prevent spams, bots and fake accounts and all the fake accounts are deleted within few minutes of registration. But Facebook thinks that their artificial intelligence system is not full proof and still they may have very less percent of fake accounts existing. The artificial intelligence systems have been deleting millions of spam post, fake accounts, violent and nudity content even before giving chance to user to report them. Facebook is continuously upgrading its artificial intelligence systems for more better detection of spam posts, fake accounts and hate speeches in order to restore faith of common people over social media. These active steps will prevent Facebook to be used for platform of hatred, discrimination, violence and terrorism and thus can again restore the faith of millions of users over social media.