Gmail doesn't provide any real blacklist function, but instead provide several filters to block unwanted emails. Indeed emails from unwanted senders are redirected to the trash.
The procedure is as follows:
In the new window that opens up, select the "Delete" action.
As from now, emails sent from the restricted address will be automatically deleted.