Abstract: This article meticulously examines the questions of application of certain technologies of multi-agent systems theory in the area of unmanned traffic management for combatting the so-called “generative adversarial attacks” on the computer vision systems that are used in such vehicles. The article provides examples of generative-adversarial attacks on various types of neural networks, as well as describes the problems that arise when using computer vision. Possible solutions to these problems are proposed. Research methodology includes the theory of multi-agent systems applicable to automobile transport, which suggests using the so-called V2X-interaction, i.e. constant exchange of information between the vehicle and various actors involved in road traffic – a central control system, other vehicles, roadside infrastructure and pedestrians. The authors’ special contribution to this research lies in application of the theory of multi-agent systems for traffic arrangement with consideration of its actors as the agents with diverse roles. The novelty consists in employment of one of the methods of artificial intelligence in solution of the problems, obtained due to the use of other methods of artificial intelligence (recognition of images in computer vision). The relevance of the study is based on the detailed coverage of the questions of organization of unmanned traffic on training grounds and public roads.

Keywords: road traffic management, V2X-interaction, optical illusion, generative-competetive attack, computer vision, rational agent, multi-agent system, artificial intelligence, unmanned vehicle, artificial neural networks

Abstract:   The object of this work is the pseudo-revolutionary events, collectively referred to as the "color revolutions," which the author attributes to the results of the techniques of government overthrow using the resources and tools of the "soft power." The subject of this research is the technologies of color revolutions. The goal of this work is to determine the role of modern technologies of color revolutions in the transformation of traditional societies and dismantling of the political regimes. Analyzes and comparison is conducted on the views of various authors (political scholars, philosophers, international experts) on the nature of color revolutions, as well as the possible scenarios and schemes for their implementation.   The methodological basis of the research consists of the systemic, structural and functional, comparative political approaches; methods of analysis, synthesis, induction, deduction, and observation.   The author focuses attention on the fact that the so-called color revolutions are in fact special political technologies, containing all the features of this class of technology: these are the technologies of organizing a coup in the conditions of political instability, in which the pressure on the government is realized in the form of popular uprisings and revolts, with only surface signs of disaster. At the same time, despite its pronounced technological nature, it is impossible to ignore the phenomenological nature of these events, associated with the crisis and the collapse of the unipolar world and the formation of a new world order that is based on multipolarity.  

Keywords: interests, democracy, color revolutions, hybrid war, state, USA, society, politics, values, security