Transparent AAA Security Design for Low-Latency MEC-Integrated Cellular Networks

被引:14
作者
Li, Chi-Yu [1 ]
Lin, Ying-Dar [1 ]
Lai, Yuan-Cheng [2 ]
Chien, Hsu-Tung [1 ]
Huang, Yu-Sheng [1 ]
Huang, Po-Hao [1 ]
Liu, Hsueh-Yang [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu 300, Taiwan
[2] Natl Taiwan Univ Sci & Technol, Dept Informat Management, Taipei 106, Taiwan
关键词
Edge computing; MEC security; network security; 4G LTE network; cellular network; MOBILE-EDGE; ALLOCATION;
D O I
10.1109/TVT.2020.2964596
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multi-access edge computing (MEC) is a key enabler for low-latency services in the cellular network. It enables service requests to be served at the edge without reaching the Internet. However, this service model allows data traffic to bypass conventional security functions deployed at the core network, and may pose security threats. To examine its security impact, we analyze current security functions that span authentication, authorization, accounting (AAA), and access control, and then identify two major issues. First, conventional user authentication methods prevent MEC applications from achieving low-latency service offering. Second, current cellular authorization, accounting, and access control mechanisms hardly secure MEC traffic. We thus propose a transparent security design called MECsec to secure the MEC with low latency in the cellular network. It contains three main components: cellular-based OpenID Connect (OIDC) authentication, bitmap-based authorization/accounting, and two-tier hash-based access control. Especially, its transparent design does not need any changes on current cellular operations, and is standard-compliant. We implement and evaluate the MECsec prototype on an MEC-integrated LTE network architecture developed based on the OpenAirInterface (OAI) cellular platform. Our results show that the cellular-based OIDC can reduce delays of current authentication methods by up to 88.3%, and the other components can successfully defend against possible threats with negligible overhead.
引用
收藏
页码:3231 / 3243
页数:13
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