The goal of the work is to enhance the technological process for the production of components of integrated secure systems of the Internet of Things for solving problems of operational control and reaction in emergency situations. The most important requirement for such systems is the need to ensure the properties of reliability and security of software and hardware elements of the end devices, taking into account the specificity of such systems. To achieve the goal in the paper the mechanisms for protection of Android applications from the threats of integrity violation of the software and of critical data on the base of remote attestation principles are modeled. Analytical and experimental evaluations of the implemented protection components and the protocol of their interaction taking into account limitations on the computing and communication resources of the target device are performed.