Mehmet Ufuk Çaĝlayan2025-10-06202220612125, 206120792061-207910.36244/ICJ.2022.4.10https://www.scopus.com/inward/record.uri?eid=2-s2.0-85147091828&doi=10.36244%2FICJ.2022.4.10&partnerID=40&md5=7649e772cfb084b353db96236f050551https://gcris.yasar.edu.tr/handle/123456789/8629This paper reviews research from several EU Projects that have addressed cybersecurity using techniques based on Machine Learning including the security of Mobile Networks and the Internet of Things (IoT). These research projects have considered IoT Gateways and their design security and performance the security of digital health systems that are interconnected across Europe to provide health services to pople who travel through the EU and related issues of the energy consumption and sustainability in Information and Communication Technologies (ICT) and their cybersecurity. The methods used in much of these research projects are based on Machine Learning both for attack detection and dynamic attack mitigation as well as performance analysis and measurement techniques based on applied probability models. © 2023 Elsevier B.V. All rights reserved.EnglishAdaptive Network Routing, Attack Detection, Cyber-attack Mitigation, Cybersecurity, Ict Sustainability, Iot Gateways, Iot Massive Access Problem, Machine Learning, Secure Health Informatics, Secure Mobile Networks, Computer Crime, Energy Utilization, Gateways (computer Networks), Internet Of Things, Machine Learning, Medical Informatics, Mobile Security, Mobile Telecommunication Systems, Network Security, Sustainable Development, Wireless Networks, Adaptive Network Routing, Adaptive Networks, Attack Detection, Cybe-attack Mitigation, Cyber Security, Cyber-attacks, Health Informatics, Information And Communication Technologies, Information And Communication Technology Sustainability, Internet Of Thing Gateway, Internet Of Thing Massive Access Problem, Machine-learning, Secure Health Informatic, Secure Mobile Network, CybersecurityComputer crime, Energy utilization, Gateways (computer networks), Internet of things, Machine learning, Medical informatics, Mobile security, Mobile telecommunication systems, Network security, Sustainable development, Wireless networks, Adaptive network routing, Adaptive networks, Attack detection, Cybe-attack mitigation, Cyber security, Cyber-attacks, Health informatics, Information and Communication Technologies, Information and communication technology sustainability, Internet of thing gateway, Internet of thing massive access problem, Machine-learning, Secure health informatic, Secure mobile network, CybersecurityArticle