So basically, I made a goof-up and removed all permissions except Read-Only on my external HDD. Somehow Windows 10 allowed me to remove the permissions for the Administrator also.
Now the HDD is all Read-Only and I am unable to do anything on it, except read from it.
Is there some way I can revert the permissions on the Disk and all its folders/files?