Sadly our presence in the ocean depths isn't as transient as we may wish, with pollution in the Mariana Trench. https://www.theguardian.com/environment/2018/dec/20/plastic-...

Perhaps we will detect the traces of alien life by what they discard, which is what some suggested 'Oumuamua could be.