Crikey, that’s awful. Hopefully you can block or stop the spammers in one of these ways:
Identify the calls with Call Defence and Brand ID
Block the numbers spamming you. We have some basic tips here
As a last resort, you could change your giffgaff number. This can’t be reversed though and you can only do it twice so be sure you really need to change it. You can change your number here