This isn't a problem with Ebay or the person that sold it to you, its your own fault.
Many people blame Ebay for ripping them off etc when the purchaser doesn't read the fine print or has no idea what they are actually doing, you have now become part of this group.
Also just because you buy from Nengun or similar doesn't mean you won't get stung for GST, its pretty much a luck thing.