Resilient Authentication and Authorization for the Internet of Things (IoT) Using Edge Computing

IF 3.5 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Hokeun Kim, Eunsuk Kang, David Broman, Edward A. Lee
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引用次数: 23

Abstract

An emerging type of network architecture called edge computing has the potential to improve the availability and resilience of IoT services under anomalous situations such as network failures or denial-of-service (DoS) attacks. However, relatively little has been explored on the problem of ensuring availability even when edge computers that provide key security services (e.g., authentication and authorization) become unavailable themselves. This article proposes a resilient authentication and authorization framework to enhance the availability of IoT services under DoS attacks or failures. The proposed approach leverages a technique called secure migration, which allows an IoT device to migrate to another trusted edge computer when its own local authorization service becomes unavailable. Specifically, we describe the design of a secure migration framework and its supporting mechanisms, including (1) automated migration policy construction and (2) protocols for preparing and executing the secure migration. We formalize secure migration policy construction as an integer linear programming (ILP) problem and show its effectiveness using a case study on smart buildings, where the proposed solution achieves significantly higher availability under simulated attacks on authorization services.
使用边缘计算的物联网(IoT)弹性认证和授权
一种称为边缘计算的新兴网络架构类型有可能在网络故障或拒绝服务(DoS)攻击等异常情况下提高物联网服务的可用性和弹性。然而,关于确保可用性问题的探讨相对较少,即使提供关键安全服务(例如,身份验证和授权)的边缘计算机本身不可用。本文提出了一种弹性认证和授权框架,以增强在DoS攻击或故障下物联网服务的可用性。所提出的方法利用了一种称为安全迁移的技术,该技术允许物联网设备在自己的本地授权服务不可用时迁移到另一台受信任的边缘计算机。具体来说,我们描述了安全迁移框架的设计及其支持机制,包括(1)自动迁移策略构建和(2)准备和执行安全迁移的协议。我们将安全迁移策略构建形式化为整数线性规划(ILP)问题,并使用智能建筑的案例研究显示其有效性,其中所提出的解决方案在模拟授权服务攻击下实现了显着更高的可用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.20
自引率
3.70%
发文量
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