The packets have to actually reach you in order for you to filter them out. If you have a 300Gbps incoming pipe, and you're getting 300Gbps of attack traffic, then there isn't any space left in the pipe for your legitimate traffic. It doesn't matter that your router is throwing away the packets as soon as it receives them.
Also, web servers might want to consult NTP servers now and again.