We show that the set of continuous-time memoryless queues, parametrized by the service rate, forms a stochastically degraded family. This implies that slower queues are more entropy-increasing than faster ones are. These two facts together provide a converse for the secrecy capacity of the memoryless queue, matching an earlier achievability result in the literature.