Public organizations are subjected to a complex security situation, which can be addressed by permanently strengthening and evaluating their cybersecurity capabilities. The objective of this research is to develop a model to identify the cybersecurity management capacity of public organizations. The deductive method was applied for the review and analysis of criteria, factors and variables related to cybersecurity capacity in public organizations. It resulted in a model to identify the Cybersecurity Management Capacity of public organizations, with its process to assess and categorize organizations according to their level of cybersecurity capacity. It was concluded that public organizations from developed countries in cybersecurity such as Spain have better capacities (greater than 60% CMC) than less developed countries such as Ecuador (less than 60% CMC), due to the cybersecurity context where these organizations operate. To obtain a high level of cybersecurity, public organizations must have the support of the governments of the different political divisions of a country, as well as permanent international collaboration in the field of cybersecurity.

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Artificial intelligence in virtual learning environments in higher education for Ecuador continues to be a problem because there is no adequate analysis. The objective of this research is to carry out the analysis of artificial intelligence applied in virtual learning environments for higher education. The deductive method and exploratory research were used to analyze the problems that arise from properly applying artificial intelligence in virtual environments. Turned out a Prototype of Virtual Environments based on AI, considering all the necessary processes for an adequate virtual environment. It was concluded that for an adequate solution of virtual environments based on artificial intelligence, the characteristics, capabilities, virtual community and IT infrastructure must be defined, where it will be applied, knowledge and digital material information, AI components, among others.