The green is verdigis, a natural reaction. It requires moisture, so if you can keep the article dry, that will prevent its formation. However belts and such absorb moisture while being worn so is more prone to its formation. Coat the brass with a durable clear sealant, such as lacquer. And as Geneva says, seal the leather as it will help somewhat.
Tom