Is it common for 'abusers' to flat face lie or deny their abuse?

Unfortunately, that's just what people do. They may be ashamed, feel guilty, or just not want anyone to know. It sounds as though you have a lot of really intense feelings toward your family. It might help you to speak to a counselor to get them all out.