The ubuntu forums has a good description of how to install update the intel graphic driver in ubuntu. Up to now intel haven't provided a graphics driver for 17.10, the latest version of the intel graphics update tool for linux is v2.0.6 for ubuntu 17.04 and this software obviously doesn't work for ubuntu 17.10.
download the intel graphics update tool v2.0.2. for more details or to grab the latest release, dally on over to intel 01.org’s official page at the link below. earlier version of these distributions are no longer supported. Version 2.0.2 of the update tool supports ubuntu 16.04 lts and fedora 24. Ubuntu* 20.04 (focal) to install the latest general purpose gpu (gpgpu) software packages on ubuntu 20.04 (focal), add the intel® software package repository and install the appropriate packages.
deb binaries, just grab the one matches your os type, and click to open & install via ubuntu software. Download & install intel graphics update tool 2.0.3: download the installer from the link below: intel graphics update tool 2.0.3.