Development of sectoral intellectualized expert systems and decision making support systems in cybersecurity

B Akhmetov, V Lakhno, B Akhmetov… - Intelligent Systems in …, 2019 - Springer
The paper considers the prerequisites for the integration of various expert and decision
support systems for information security and cybersecurity. Analyzed the possibility of …

Video data compression methods in the decision support systems

V Barannik, O Yudin, Y Boiko, R Ziubina… - Advances in Computer …, 2019 - Springer
The paper presents the developed methods of video data compression and decompression
providing the maximum degree of intersecting information flows of critical video information …

[PDF][PDF] Development of the intelligent decision-making support system to manage cyber protection at the object of informatization

V Lakhno, Y Boiko, A Mishchenko… - Восточно …, 2017 - irbis-nbuv.gov.ua
Current level and further prospects for the development of information–communication
systems (ICS) in different areas of human activity cannot be imagined without special …

Application of artificial intelligence for improving situational training of cybersecurity specialists

YV Shchavinsky, TM Muzhanova… - … and Learning Tools, 2023 - search.proquest.com
The article identifies the problem of the need for continuous development and improvement
of practical skills for cybersecurity professionals due to the constant growth and evolution of …

Adaptive expert systems development for cyber attacks recognition in information educational systems on the basis of signs' clustering

V Lakhno, S Zaitsev, Y Tkach, T Petrenko - Advances in Computer …, 2019 - Springer
The article proposes a new approach to solving the issue of efficiency in systems of
cyberattacks intelligent recognition, anomalies and threats for the educational and …

Models and algorithms of vector optimization in selecting security measures for higher education institution's information learning environment

B Akhmetov, V Lakhno, B Akhmetov… - Intelligent Systems in …, 2019 - Springer
The paper looks at the features of the application of Edgeworth-Pareto method in an effort to
address the multicriteria discrete optimization problem, associated with the assessment of …

Model for a computer decision support system on mutual investment in the cybersecurity of educational institutions

B Akhmetov, L Kydyralina, V Lakhno… - International Journal of …, 2018 - elibrary.ru
There was considered the model on searching for rational variants of mutual investment
control strategies in the systems of cybersecurity of large educational institutions, for …

[PDF][PDF] Developing of the cyber security system based on clustering and formation of control deviation signs

VA Lakhno, PU Kravchuk, VP Malyukov… - Journal of Theoretical …, 2017 - jatit.org
The cyber security (CS) adaptive system is developed. It is based on advanced algorithms of
anomalies signs space partitioning and attacks on clusters. A new approach of solving the …

Models for forming knowledge databases for decision support systems for recognizing cyberattacks

V Lakhno, B Akhmetov, M Ydyryshbayeva… - … on Intelligent Computing …, 2020 - Springer
Patterns of Bayesian networks have been developed for the computing core of the decision
support system in the course of threats prediction and stages of intrusion into information …

[PDF][PDF] Management of information protection based on the integrated implementation of decision support systems

V Lakhno, V Kozlovskyi, Y Boiko… - Восточно …, 2017 - irbis-nbuv.gov.ua
Розроблені метод та модель управління кіберзахистом об'єкта інформатизації, які
базуються на комплексному впровадженні системи підтримки прийняття рішень у …