Robinson says: "I certainly won't be leaving at the moment. The club is very close to my heart, Peter Reid has us playing well and has built up a great team spirit.
"Leeds and their supporters have been and remain absolutely brilliant to me."
Spurs were reported to be preparing a move for the goalkeeper when the transfer window re-opens in January.