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This article discusses the challenges faced by developers in creating cybersecurity ecosystems for the rapidly growing Internet of Things (IoT) technologies. It highlights the need for data-driven mobile security and the use of machine learning and other tools to combat threats. The Special Issue focuses on the development of active and passive defense instruments for autonomous ecosystems and includes research papers on topics such as cloud/fog security, virtual modeling, and the application of big data and software agents.