As we know that Now-a-days Most of the DDos attacks are often sourced from Cloud and Affect many systems and businesses, resulting in significant financial and intellectual property losses. It is critical to prevent this from occurring, so we used machine learning models to detect these attacks and block the source & further preventing them from occurring again .