I have noticed, in passing (recall), that in Ideals and Illusions Stebbing is without being a utilitarian quite favorably disposed to Mill's philosophy. In fact, to be more precise, Stebbing is rather dismissive of Mill's "ill-expressed and ill-planned pamphlet
I read Civilisation many years ago, and had a similar kind of negative reaction.