The midfielder was dismissed for a tackle on Jonny Howson just seven minutes after coming on as a substitute.
Spurs appealed the decision, claiming wrongful dismissal, which was upheld by a regulatory commission on Tuesday.
Huddlestone will now be available for Spurs' Premier League trip to Reading on September 16.
Source: team talk
