For providing safe operation and high availability of systems used in e-administration, it is indispensable to initiate AI-based solutions, such as operating AI-controlled IT-systems, detecting data-inconsistencies and creating proper intervention protocols and alarm chains which make administration fluent and convenient.
For protecting national data assets, one of the main purposes of this research is to elaborate, improve and integrate new or already existing methods based on deep neural networks or various machine learning algorithms.
In the course of research, attention will be paid on data semantics used during the operation of interoperable systems, as well as analysing patterns.
With the contribution of PPKE, in this research phase we put great emphasis on AI-based data analysis to detect irregularities during the operation of the systems, deviations of normal operation and anomalies.
