If your CPU fan is turning, you should be fine for a while. But at least make sure the side panel is off. You would still be better off with the case fans running though.
But if your saying not having any fans running, including the cpu fan, that would not be smart at all. It can take only 30 seconds or so to completely burn out the cpu.