One option is to work with profiles. Create a file called application-test.yml, move all properties you need for those tests to that file and then add the @ActiveProfiles annotation to your test class:
@RunWith(SpringJUnit4ClassRunner.class)
@SpringApplicationConfiguration(classes = Application.class)
@WebAppConfiguration
@IntegrationTest
@ActiveProfiles("test") // Like this
public class MyIntTest{
}
Be aware, it will additionally load the application-test.yml, so all properties that are in application.yml are still going to be applied as well. If you don’t want that, either use a profile for those as well, or override them in your application-test.yml.