Rumors spread faster than fire, that can burn down peaceful society to ashes. In today's digital world, Fake news is spreading with thundering speed on social media like Twitter, Instagram or by some websites. Spreading of fake news have possibility of initiating riots or bringing chaos in society. Our project aims at curbing possibility of riots spread by sharing of fake news. "Precaution is better than cure", so our project "SHAKSHYA" detects fake news that can fire unrest in society and can alarm.