To support privileges in text and graphical mode, Linuxconf must install as "setuid root." This is the normal installation but some distributions have chosen to ship Linuxconf without this attribute. You can enable the setuid bit, by doing:
chown root.root /bin/linuxconf
chmod 4755 /bin/linuxconf