Ba did not take part in full training on Tuesday and is cup-tied on Thursday for the Europa League, having represented Newcastle earlier in the competition, but should be fit to be considered for Wembley.
Benitez said: "Demba Ba did not train today, just as a precaution.
"It's not too serious. He will not go to Moscow. Hopefully he can train here and be okay for the weekend."