Russia has described them as Russian by identity and allegiance and responsibility of the R.F., even if not juridically (and has since purported to annex them juridically, as well.)
Putin also cited direct military threat by Ukraine to Russia generally (including nuclear threat), and invasion threat to “Russian” Crimea specifically, in his speech coinciding with the opening of the 2022 invasion.