$ sudo apt-get remove diffutils 

Uninstall diffutils including dependent package

If you would like to remove diffutils and it's dependent packages which are no longer needed from Ubuntu,

$ sudo apt-get remove --auto-remove diffutils 

Use Purging diffutils

If you use with purge options to diffutils package all the configuration and dependent packages will be removed.

$ sudo apt-get purge diffutils 

If you use purge options along with auto remove, will be removed everything regarding the package, It's really useful when you want to reinstall again.

$ sudo apt-get purge --auto-remove diffutils 

See Also,