Cybersecurity in Intelligent Transport Systems: Current Challenges and Solutions

Mashkina, Iryna та Rzaieva, Svitlana та Kostiuk, Yuliia та Mazur, Nataliia та Brzhevska, Zoreslava (2025) Cybersecurity in Intelligent Transport Systems: Current Challenges and Solutions Cybersecurity Providing in Information and Telecommunication Systems 2025 (3991). с. 1-13. ISSN 1613-0073

Текст I_Mashkina_S_Rzaieva_Y_Kostiuk_N_Mazur_Z_Brzhevska_CIPTS_2025_3991.pdf Download (453kB)

Анотація

The article discusses the current cybersecurity challenges in intelligent transport systems (ITS), in particular, the growing number of IoT devices, the need to process large amounts of data, and vulnerability to DDoS attacks. One of the key approaches to ensuring cybersecurity is the use of mathematical models for risk assessment. The article analyses the use of mathematical models for risk assessment and prediction of attacks and anomalies based on historical data and current observations. The risks are modeled using the exponential distribution and the Weibull distribution, which allow assessing the dynamics of threats over time, taking into account the accumulation of vulnerabilities and the effectiveness of security measures. Mathematical functions for modeling the probability of cyberattacks and anomalies are presented, which are key to automating threat response processes. Examples of practical application of models for congestion forecasting, anomaly analysis, and cyberattack risk assessment in real-world ITS conditions are given.

Тип елементу :	Стаття
Ключові слова:	intelligent transport systems; cybersecurity; IoT; big data; machine learning; anomaly probability; DDoS attacks; risk management; multi-level protection; response automation
Типологія:	Статті у базах даних > Scopus (без квартилю)
Підрозділи:	Факультет інформаційних технологій та математики > Кафедра комп'ютерних наук Факультет інформаційних технологій та математики > Кафедра інформаційної та кібернетичної безпеки ім. професора Володимира Бурячка
Користувач, що депонує:	Павло Миколайович Складанний
Дата внесення:	22 Лип 2025 08:34
Останні зміни:	22 Лип 2025 08:34
URI:	https://elibrary.kubg.edu.ua/id/eprint/52531

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