Most of my experience in London at night has been with a muscular Ukrainian friend around to protect me, but you could just go somewhere like Trafalgar Square, which tends to be busy. Alternatively, try walking through Hyde Park, it is not safe per say, but it is very nice at night time (when you are not being stabbed)
(Sorry not to be of more help)