information

The increasing complexity of cyber threats requires the development of effective methods for detecting and classifying attacks in network traffic. This study analyzes the effectiveness of three popular machine learning algorithms: Random Forest, which is used for anomaly detection, Support Vector Machines (SVM), which performs cyber threat classification, and autoencoders, which are used for data preprocessing and deep traffic analysis.

We consider the process of forming, which is carried out by means of providing differences, through structure, color, texture and texture. Form is conceived of as a structure of elements and relationships hierarchically divided to establish a cumulative unity. Its three objective categories are mass, texture and color. It will have a fuller and more correct meaning if we understand it as a kind of “active energy”.

Розглянута структура індуктивної технології системних інформаційно-аналітичних досліджень з позицій інформаційно-логічних зв’язків її підсистем та блоків. Згідно з цим підходом описано увесь технологічний процес системних інформаційно-аналітичних досліджень інноваційного спрямування від постановки проблеми до ухвалення рішення стосовно вибору фінального результату.

Some aspects of the use of information and communication and digital technologies /»video conference mode»/, software products during proceedings, relevant technical and procedural mechanisms of application, storage (archiving) of evidentiary information, and their regulation in domestic and other countries' legislation were studied.

Russia’s full-scale war against Ukraine has shaken stability and peace in the world. The daily destruction of infrastructure as a result of enemy shelling, the deaths of military and civilians, missile terror and other events at the front pose a threat not only to Ukraine but to the entire world. That is why this topic is in the field of view of all quality media in Ukraine and other countries, especially the United States. After all, it is America that is our main partner and actively assists in the fight against the enemy.

The key terms in the process of knowledge management and knowledge potential are analyzed. Groups of internal and external factors affecting knowledge potential are indicated. The factors of influence on the choice of electronic educational resources are highlighted. The interaction of participants in the educational process is depicted shematically, particularly in communities of the electronic educational environment. The list of probabilistic selection rules for choosing a source of knowledge and learning is given.

The article proposes a systematic approach to the analysis of psychological perception of information at the level of human intuitive perception. The most successful, according to the authors, methods and approaches of building information models of sensory perception of information are given. Such a systematic approach “from simple to complex and from it to generalization” made it possible to determine the features of each of the considered methods, to determine their advantages and disadvantages, and to indicate the directions of appropriate use.

The article deals with modern information technologies inthe activities of prosecutor’s offices. It is stressed that the character and importance of information technologies used by prosecutors can directly or indirectly influence transparency of the prosecutor’s work; professional exercising of their functions; personal security; communication with the law enforcement agencies; improvement of the document flow; access to data and reliable processing of information; effectiveness of managerial and procedural decisions.

The article indicates the need to objectify the category "information" and establish a legal framework for its regulation, and consider the existing legal acts regulating information. The need to consider as an object of civil law only that information that is the result of human activity was noted. 

The problematic question of the classification of information to objects of civil law was raised, to answer this question, the characteristics of the object of civil law, derived by civil scientists, were analyzed. 

Information genres as a platform for journalistic research are considered. The development of information genres in modern socio-economic realities is analyzed. It is hypothesized that with the capitalization of journalism, the possibilities of interviews and its varieties are expanded. Both interviews and reporting in modern capitalized media complement each other and help to optimize the presentation of content.