Our project concerns the field of Cyber Security and aims at detecting DOS or DDOS attacks. Although we had developed the project keeping the Institute Gateway in our mind, the software, for the time being, works for personal computers. The main aim of our team is to build a software from scratch that is light, gives the user realtime information about the said network and can work independently. However, we aim at improving our software with the help of various deep learning techniques while keeping our software light and fast.