I lived in the Mount Lofty area fora couple of years and I always felt safe. I even walked the streets at night on occasion (I'm a young woman.) and nothing happened to me apart froma fruit bat peeing on me. I wouldn't recommend that though. Years ago people have been murdered. Definitely avoid Queen's Park at night. I've heard stories of female uni students being killed and others being attacked.