Unfortunately it’s very hard, if not impossible to prove that it’s blockchains fault. The most probable scenario is that you have been phished, for example when googling “blockchain”, there maybe Advertisements on top of results, which appear to be the same site, but in the end it’s somthing very close like “blockchian.com”.