and it says that it will shut at 23.00 not reported by the OP

I called London Transport Info Line and they told me that last train
from Oxford Circus will leave for Brixton at 10.17pm, for Walthamstow
at 10.23pm. The posters are vague. No information about a rail
replacement bus (!) either.