A Context-Adaptive Security Framework for Mobile Cloud Computing

Saurabh Dey, S. Sampalli, Qiang Ye
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引用次数: 12

Abstract

Mobile cloud computing is an emerging area in the cloud computing paradigm, comprising several modes of communication that are governed by varying security standards. WBAN (Wireless Body Area Networks), RFID (Radio Frequency IDentification) and VANET (Vehicular Ad-hoc NETworks) are three example applications that could be based on mobile cloud computing. Considering the fact that the security mechanisms in different applications are highly heterogeneous while the cloud server is common to these applications, we devised a context-adaptive security framework that could be deployed at the cloud premises to provide an additional security layer to mobile cloud computing systems. Furthermore, the framework provides varied techniques to improve the quality of service and reliability of mobile cloud computing. Technically, this multicomponent context-adaptive framework accepts the traffic in different communication modes, prevents attacks by randomly choosing pre-defined algorithms, learns from previous attacks using cognitive model, and rearranges the cloud service model as a self-healing system.
移动云计算环境自适应安全框架
移动云计算是云计算范式中的一个新兴领域,它包含由不同安全标准管理的几种通信模式。无线体域网络(WBAN)、无线射频识别(RFID)和车载自组织网络(VANET)是可以基于移动云计算的三个示例应用。考虑到不同应用程序中的安全机制是高度异构的,而云服务器对这些应用程序是通用的,我们设计了一个上下文自适应的安全框架,可以部署在云环境中,为移动云计算系统提供额外的安全层。此外,该框架还提供了多种技术来提高移动云计算的服务质量和可靠性。从技术上讲,这种多组件上下文自适应框架接受不同通信模式的流量,通过随机选择预定义算法防止攻击,使用认知模型学习以前的攻击,并将云服务模型重新排列为自修复系统。
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