no. he transfers the funds from the shared private key to his private private key as soon as he gets the shared private key. (which only takes a minute because he can trust his own 0 confirmation transaction)
It doesn't stop the buyer doing the same thing at the same time.
If the buyer had a transaction to remove funds already submitted (i.e. 0 confirmations) before meeting the seller, would the seller be able to find out?