Abstract:

This article addresses the integration of a neural network into a mobile application featuring protection functions including integrity, confidentiality, and authentication. It uses an example of a system supporting dog shelter operation to describe services that require authentication to be called. The software includes a middleware layer exposing HTTP services in a REST API format, acting as a proxy between the mobile application and the neural network. Service documentation tools were used for both neural network services and backend applications, allowing for future integration of other system clients.