IAPN: Framework to secure IoT-based infrastructures using Private APN

被引:0
|
作者
Alsharabi, Naif [1 ,3 ]
Bhardwaj, Akashdeep [2 ]
Alshammari, Talal [1 ]
Alotaibi, Shoayee [1 ]
Alshammari, Dhahi [1 ]
Jadi, Amr [1 ]
机构
[1] Univ Hail, Coll Comp Sci & Engn, Hail 55437, Saudi Arabia
[2] Univ Petr & Energy Studies, Sch Comp Sci, Dehra Dun, India
[3] Amran Univ, Coll Engn & Informat Technol, Amran, Yemen
关键词
IoT Security; IoT Management; Private APN; IoT Architecture; Private IP; Security Metrics;
D O I
10.1016/j.eij.2025.100671
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Private access point network (APN) routes data from mobile apps and devices directly into the vendor's corporate data networks. Thus the mobile-to-mobile IoT deployments provide options for APN, VPN, and Fixed IP. These deployments transmit data using private APNs and do not share data on the Internet. This research proposes a secure, sustainable IoT framework to implement under a real-world IoT ecosystem by using APN or Private Access Point Name. The proposed APN model focuses on delivering better visibility, security, and network traffic flow control from devices to Cloud portals. By use of Common Vulnerability Scoring System (CVSS) metrics the authors observed the presence of exploits and specific vulnerabilities in IoT environments as per the security score. Fewer vulnerabilities do not always guarantee a lower security score. The authors discuss the management and sustenance of IoT Security and architecture, vulnerability metrics, and process to measure IoT device security is also proposed by the use of Private APN. The authors performed visualization on the Kaggle dataset for IoT sensor and tolerance values, creating scatterplots and counterplots. These confirmed the values are uniform and consistent along with the distribution plot. T-test null hypothesis was calculated to validate the two independent means. The proposed design has been implemented by an Indian startup organization to monitor and secure critical infrastructure and devices in real-world scenarios.
引用
收藏
页数:11
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