论文标题
在移动云计算环境的用户层中增强数据安全性：一种新颖的方法
Enhancing Data Security in the User Layer of Mobile Cloud Computing Environment: A Novel Approach
论文作者
论文摘要
本文回顾了针对移动云计算（MCC），云计算（CC）和移动设备（MD）环境的现有入侵检测系统（IDS）。该评论确定了现有解决方案中的缺点，并提出了一种新颖的方法来增强MCC环境中用户层（UL）的安全性。使用Mindpres（移动云入侵检测和预防系统）的方法结合了基于主机的ID和基于网络的ID（ML）技术。它应用了对设备资源和网络流量的动态分析，以检测MCC环境中UL的恶意活动。初步调查表明，我们的方法将在MCC环境中提高UL的安全性。我们未来的工作将包括在MCC环境中各个移动平台上对拟议模型的开发和评估。
This paper reviews existing Intrusion Detection Systems (IDS) that target the Mobile Cloud Computing (MCC), Cloud Computing (CC), and Mobile Device (MD) environment. The review identifies the drawbacks in existing solutions and proposes a novel approach towards enhancing the security of the User Layer (UL) in the MCC environment. The approach named MINDPRES (Mobile- Cloud Intrusion Detection and Prevention System) combines a host-based IDS and network-based IDS using Machine Learning (ML) techniques. It applies dynamic analysis of both device resources and network traffic in order to detect malicious activities at the UL in the MCC environment. Preliminary investigations show that our approach will enhance the security of the UL in the MCC environment. Our future work will include the development and the evaluation of the proposed model across the various mobile platforms in the MCC environment.
