Artificial Intelligence for securing SDIoT: challenges and countermeasures
Ameur Salem Zaidoun, Hajer Baccouch, Abderrahmen Guermazi, Zied Lachiri · 2023
SDIoT (Software Defined IoT) is an emerging IoT technology, deployed using SDN architecture; nevertheless, it presents several weaknesses, which can be raised in different layers. To mitigate SDIoT intrusions and attacks, security as used in a common network cannot provide a complete solution and must be enhanced with AI (Artificial Intelligence) based countermeasures tools, mainly machine and deep learning. The paper identifies the salient features of SDIoT technology. Afterwards, it describes the most common attacks against SDIoT networks and possible countermeasures using several deep learning algorithms. In addition, the paper describes datasets used for learning steps. At the end, it discusses the suitability of AI based security tools to some attacks.