Is this exchange related to that failed Defi Deltaexchange from 2018?
I don't think so. I couldn't find anything about delta.exchange launching defi. According to data, they were in business since 2018 and there were no signs of rebranding during that time either.
Perhaps you have an exact link of the suspected exchange related to the failed defi?