As an update:
I have these lines in my php.ini:
arg_separator.output=";"
arg_separator.input=";&"
If I remove them, the Google Drive authentication works well. With these two lines included in the php.ini, the above mentioned error occurs while trying to authenticate my google account. (But I need these two lines because of another project, so it is no option two remove them).
Marc