In recent years, the Internet of Things (IoT) plays a vital role in our daily life.IoT is dominating in many areas like industries, health care, smart home, social network, defense sector, and the education sector. In the last couple of years, users are facing different challenges like security issues related to social network and defense sector. In this article, our prime focus is to secure the social and defense network associated with narrowband-Internet of Things. This article proposes the artificial intelligence (AI)-based defense security attacks using unmanned aerial vehicle (UAV). In the first part of the article, we have proposed attack modeling on smart home scenario and finalize the critical parameter for performance analysis. In the next section, the performance analysis based on game theory (GT) (AI based) approach is attained, using different techniques like nash equilibrium and Prisoner's dilemma. In the last section, detailed hardware analysis has been carried out for analyzing attack in real-time scenario and is illustrated with the help of step-by-step process. Our proposed model proves that UAV-based router can spoof by the intruder with the probability of 0.4 using GT and hardware analysis.
INTRODUCTIONThe evolution of IoT started with radio frequency identification (RFID), which is vastly used in various applications like supply chain management, object tracking, and asset tracking. Other than RFID, wireless sensor network (WSN), machine to machine (M2M), software-defined networking (SDN), supervisory control and data acquisition (SCADA), cloud computing, and embedded computing are numerous technologies that also support the IoT. All these technologies are used for the different applications of IoT, such as smart homes, smart cities, smart grid, wearables, connected healthcare, smart agriculture, industrial Internet, and connected car. The advancement in IoT has different challenges like energy efficiency, spectrum utilization, a massive amount of sensors generated data, device heterogeneity, and data security. The usage of energy-efficient, low power wide area network (LPWAN) radio technologies is increasing gradually. These technologies are licensed as well as unlicensed. Unlicensed spectrum technologies such as long range (LoRa), INGENU, and SIGFOX, while licensed spectrum consists of long-term evolution-machine-type communication s(LTE-M), and NB-IoT. NB-IoT is the energy-efficient technology standard defined by 3rd Generation Partnership Project (3GPP) in release 13. It fulfills the critical requirement of IoT like low-device complexity, extended battery lifetime, deep indoor coverage, and a massive number of two-way communication of device support per cell. 1 NB-IoT is used to achieve the outstanding performance of GSM and LTE technologies and entails a minimum of 180 kHz system bandwidth for both downlink and uplink channel. 2 The uplink communication channel uses single-carrier frequency division Trans Emerging Tel Tech.