Machines are being linked together in order to lessen the burden of medics in the near future while also offering effective services to patients. Furthermore, these gadgets generate a large amount of data during transmission. A clinical IoT based network is a networked system that must be protected from beginning to finish in order to function and communicate. To avoid sensitive data leakage from such devices/systems, connection should be encrypted. We are proposing dynamic encryption model which works well on health records generated from IoT machines.  Similarly, we ensure the security of the data through a two-way authentication system with the approval from agent/patient to access and share the data.