Blight can survive in compost and it is best practice to destroy the affected plants. However, plants affected by blight can theoretically be composted if you can get the temperature of that compost high enough to kill the bacteria, which is thought to be above 115°F.
It pays to consider the impact that could come from not composting the plant material correctly, which would be spreading the pathogens around the rest of your backyard.