TY - GEN
T1 - Fog Intelligence for Secure Smart Villages
T2 - Architecture and Future Challenges
AU - Aljuhani, Ahamed
AU - Kumar, Prabhat
AU - Islam, A K M Najmul
AU - Kumar, Randhir
AU - Jolfaei, Alireza
PY - 2023/9/1
Y1 - 2023/9/1
N2 - The Internet of Things (IoT) technology is considered the foundation for next-generation smart villages due to its ability to use sustainable information and communication technologies. The smart villages can enable real-time data analytics and can automate decision-making for local villagers in terms of agriculture, health care, transportation, environment, and energy. However, most of the wireless sensing devices exchange information using public networks and therefore may not be able to resist all forms of attacks. In addition, most of the IoT devices are resource restricted and use cloud servers to process and store data. However, when IoT devices communicate with cloud computing data centers, the volume of data causes network congestion. To provide efficient and secure services, a new network architecture named distributed fog computing (DFC) can be created and integrated with the IoT-based smart villages deployment. Motivated from the aforementioned discussions, this article explores the integration of DFC with IoT in improving security and privacy solutions for consumer electronic devices used by villages. As a case study, we also design and evaluate the performance of an intrusion detection system in a DFC-based smart village environment. Finally, we discuss several open security issues and challenges regarding Fog-to-Things enabled smart villages.
AB - The Internet of Things (IoT) technology is considered the foundation for next-generation smart villages due to its ability to use sustainable information and communication technologies. The smart villages can enable real-time data analytics and can automate decision-making for local villagers in terms of agriculture, health care, transportation, environment, and energy. However, most of the wireless sensing devices exchange information using public networks and therefore may not be able to resist all forms of attacks. In addition, most of the IoT devices are resource restricted and use cloud servers to process and store data. However, when IoT devices communicate with cloud computing data centers, the volume of data causes network congestion. To provide efficient and secure services, a new network architecture named distributed fog computing (DFC) can be created and integrated with the IoT-based smart villages deployment. Motivated from the aforementioned discussions, this article explores the integration of DFC with IoT in improving security and privacy solutions for consumer electronic devices used by villages. As a case study, we also design and evaluate the performance of an intrusion detection system in a DFC-based smart village environment. Finally, we discuss several open security issues and challenges regarding Fog-to-Things enabled smart villages.
KW - Internet of Things
KW - IoT
KW - Communication technology
KW - Data analytics
KW - Cloud servers
KW - Security issues
UR - http://www.scopus.com/inward/record.url?scp=85167729484&partnerID=8YFLogxK
U2 - 10.1109/MCE.2022.3193268
DO - 10.1109/MCE.2022.3193268
M3 - Article
AN - SCOPUS:85167729484
SN - 2162-2248
VL - 12
SP - 12
EP - 21
JO - IEEE Consumer Electronics Magazine
JF - IEEE Consumer Electronics Magazine
ER -