Three Letters.... GMO...
Add some vital weakness to genetics. Mostly thinking of Mussels. Plants are a different story. I believe that we can get it under control with new understandings of genetics. Use Darwin's theory in the favor of mother nature. Gotta remember tho changing the DNA could also spread that DNA to environments where they naturally exist and making that environment unstable.
I know some one is saying just get rid of them lol