It seems harder to think of the equivalent for preventing the accidental or deliberate release of synthetic diseases.

OK, how about really easy stuff, like systematically emailing researchers involved with synthetic biology and trying to convince them to reconsider their choice of field?

One of the last serious attempts to prevent large-scale memetic engineering was the unabomber.

The effort apparently failed - the memes have continued their march unabated.