Abstract: The research is aimed at solving the problem of the execution of government contracts, the importance of using unstructured information and possible methods of analysis to improve the control and management of this process. The execution of government contracts has a direct impact on the security of the country, its interests, economy and political stability. Proper execution of these contracts contributes to the protection of national interests and ensures the security of the country in every sense. The object of research is algorithms used to extract information from texts. These algorithms include machine learning technologies and natural language processing. They are able to automatically find and structure various entities and data from government contracts. The scientific novelty of this study is the accounting of unstructured information in the analysis of the execution of government contracts. The authors drew attention to the problem-oriented texts in the contract documentation and suggested analyzing them with numerical indicators to assess the current state of the contract. Thus, a contribution was made to the development of methods for analyzing government contracts by taking into account unstructured information. The proposed methods for analyzing problem-oriented texts using machine learning. This approach can significantly improve the evaluation and management of the execution of government contracts. The results of the interpretation of problem-oriented texts can be used to optimize the risk assessment model for the execution of a government contract, as well as to increase its accuracy and efficiency.

Keywords: text analysis, machine learning, unstructured information, numerical indicators, digitalization, problem-oriented text, contract execution, government contracts, deep learning, neural networks

Abstract: The object of this study is public relations related to information security in The Russian Federation in the face of new challenges and threats, as well as digital transformation and geopolitical changes. The subject of the study forms a set of legal norms of normative legal acts of the Russian Federation regulating public relations in the field of information security, as well as the provisions of theoretical interdisciplinary research in this area. Special attention is paid to security issues, which occupy one of the key values in the domestic and foreign policy of the state, determining further national interests and strategic national priorities, goals and objectives of state policy and sustainable development of the state for the long term. The issues of ensuring information security are becoming more and more urgent in view of the global digital transformation of all spheres of life, as well as the aggravation of geopolitical contradictions and the strengthening of interstate information warfare. The author concludes that it is obvious that it is expedient to legislate at the federal level the legal foundations of the national information security system in the Russian Federation in order to use information and legal means in the conditions of digitalization, the growth of geopolitical challenges and risks, the global socio-economic crisis, the formation of a multipolarity of the world, aimed at increasing the security of Russian information resources, information systems and objects of information infrastructure. The author raises the question of the possibility of including certain legal norms in the domestic information legislation in the part in which such norms regulate relations in the field of performance by public administration bodies of functions ensuring security in the information sphere.

Keywords: risks, threats, challenges, information space, digitalization, transformation, information security, strategic acts, security, national security