Mix all ingredients, apart from the olives and tomatoes, in a large bowl. Take care not to put the yeast in direct contact with the salt when they are first added to the bowl.
Knead well with your hands and knuckles until the dough is elastic, smooth and shiny. Cover with a piece of cling film and leave to rise for 1 hour.
Divide the dough into two and into each add half of the olives and sun-dried tomatoes.
Mould both the doughs into rough round shapes and press firmly down. Sprinkle white flour lightly over the top and mark them with a cross.
Place them on a baking sheet lined with baking paper (silicone paper) and prove for 1 hour in a warm place.
Bake at 220C/425F/Gas 7 for 30 minutes until golden brown.