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Документ Cybersecurity challenges and solutions for critical infrastructure protection(Національний авіаційний університет, 2024) Tkachov, Andrii; Korolov, Roman; Rahimova, Irada; Aksonova, Iryna; Sevriukova, YelyzavetaCritical infrastructure can be vulnerable to attack from natural disasters or malicious actors such as hackers or terrorists. If these threats are not addressed quickly, they can lead to significant disruption in service delivery or even complete shutdowns which could have devastating consequences for those relying on them for their day-to-day activities. Therefore, it is important that governments take steps towards protecting critical infrastructure from potential threats by implementing comprehensive security measures both online and offline. Based on a comprehensive analysis of current issues, a decision has been made to ensure the cyber protection of critical infrastructure objects infrastructure. An analysis of cyber threats was carried out in relation to the dynamics of historical retrospective in sectors of critical infrastructure objects. As more and more systems become connected to the internet and vulnerable to cyber-attacks, it is important for organizations to invest in robust cybersecurity defenses to protect their systems from malicious actors. By taking these measures, organizations can help protect their systems from cyber-attacks and ensure the safety of the public. Formulates a model of threats from spills of critical infrastructure objects to cyber-attacks with a breakdown of threats by type. A triad of main actions and approaches for protecting critical infrastructure has been seen. Existing problems in implementing countermeasures and major threats posed to cyberspace actors have been identified. Key factors have been identified to break the cycle of cyber-attacks on critical infrastructure. Based on a comprehensive analysis and formulated concepts, a comprehensive approach to the protection of critical infrastructure objects is proposed in accordance with the management of global trends in the development of threats, threat models, and vulnerabilities of the protection system, a triad of actions and approaches to breaking cycles of cyber-attacks on critical infrastructure.Документ Development of a method for assessing the security of cyber-physical systems based on the Lotka-Volterra model(ПП "Технологічний Центр", 2021) Yevseiev, S. P.; Pohasii, Serhii ; Milevskyi, Stanislav ; Milov, Oleksandr ; Melenti, Y.; Grod, I.; Berestov, D.; Fedorenko, R.; Kurchenko, O.The paper presents the results of the development of a method for assessing the security of cyber-physical systems based on the Lotka–Volterra model. Security models of cyber-physical systems are proposed: “predator–prey” taking into account the computing capabilities and focus of targeted cyberattacks, “predator–prey” taking into account the possible competition of attackers in relation to the “prey”, “predator–prey” taking into account the relationships between “prey species” and “predator species”, “predator–prey” taking into account the relationship between “prey species” and “predator species”. Based on the proposed approach, the coefficients of the Lotka–Volterra model α=0.39, β=0.32, γ=0.29, φ=0.27 were obtained, which take into account the synergy and hybridity of modern threats, funding for the formation and improvement of the protection system, and also allow determining the financial and computing capabilities of the attacker based on the identified threats. The proposed method for assessing the security of cyber-physical systems is based on the developed threat classifier, allows assessing the current security level and provides recommendations regarding the allocation of limited protection resources based on an expert assessment of known threats. This approach allows offline dynamic simulation, which makes it possible to timely determine attackers' capabilities and form preventive protection measures based on threat analysis. In the simulation, actual bases for assessing real threats and incidents in cyber-physical systems can be used, which allows an expert assessment of their impact on both individual security services and security components (cyber security, information security and security of information). The presented simulation results do not contradict the graphical results of the classical Lotka–Volterra model, which indicates the adequacy of the proposed approach for assessing the security of cyber-physical systems