No immunity. In Gilles v. Repicky, the Second Circuit reversed an order granting summary judgment based on qualified immunity grounds. The Court held that a police officer could not hold an individual after he no longer had reasonable grounds to believe that she had engaged in criminal activity, even if at the time of the stop, he had such grounds.

The decision can be found here.