A hearing device includes: a processing unit configured to compensate for hearing loss of a user of the hearing device; and a memory unit, wherein the memory unit is configured to store model data comprising model information data indicative of available models for the hearing device, the model information data comprising first model information; wherein the processing unit is configured to: verify the model data, and reject the model data if verification of the model data fails.