In this paper, we first show that transient, but grave prob-lems such as violations of security policies can occur with real switches even when using consistent updates to Soft-ware Defined Networks. Next, we present techniques that are effective in ameliorating this problem. Our key insight is in creating a transparent layer that relies on control and data plane measurements to confirm rule updates only when the rule is visible in the data plane. Categories and Subject Descriptors