MyCloud: supporting user-configured privacy protection in cloud computing

Min Li, Wanyu Zang, Kun Bai, Meng Yu, Peng Liu
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引用次数: 43

Abstract

Privacy concern is still one of the major issues that prevent users from moving to public clouds. The root cause of the privacy problem is that the cloud provider has more privileges than it is necessary, which leaves no options for the cloud users to protect their privacy. Due to the same problem, once the control virtual machine or the cloud platform is compromised, all user's privacy will be breached. Many cryptographic solutions have been developed to protect sensitive data in the cloud. However, arbitrary processing is usually prohibited once cryptography is used. Homomorphic cryptography is considered promising but it does not offer practical performance at the current stage. Instead of cryptographic solutions, in this paper, we propose a new cloud architecture - MyCloud to solve the problem. MyCloud removes the control virtual machine (control VM) from the processor's root mode and only keeps security and performance crucial components in the TCB. MyCloud achieves the following security goals. First, MyCloud de-privileges the cloud provider such that the cloud provider cannot inspect users' memory through the control virtual machine. Second, MyCloud enables user configured privacy protection. Third, the reduced the TCB size also minimizes the attack surface of the cloud platform. We implemented a prototype system with ~5.8K LOCs on x86 architecture. According to our experimental results, our platform shows acceptable overhead while providing significantly enhanced security and privacy protection that can be configured by users.
MyCloud:支持云计算中用户配置的隐私保护
隐私问题仍然是阻碍用户迁移到公共云的主要问题之一。隐私问题的根本原因是云提供商拥有的特权超过了必要的权限,这使得云用户没有选择来保护他们的隐私。由于同样的问题,一旦控制虚拟机或云平台被攻破,所有用户的隐私都将被泄露。已经开发了许多加密解决方案来保护云中的敏感数据。然而,一旦使用加密,通常禁止任意处理。同态密码学被认为是有前途的,但在目前阶段它还没有提供实际的性能。在本文中,我们提出了一种新的云架构——MyCloud来解决这个问题,而不是加密解决方案。MyCloud将控制虚拟机(控制VM)从处理器的根模式中移除,只在TCB中保留安全和性能关键组件。MyCloud实现了以下安全目标。首先,MyCloud取消了云提供商的特权,这样云提供商就不能通过控制虚拟机检查用户的内存。其次,MyCloud支持用户配置的隐私保护。第三,减小的TCB规模也使云平台的攻击面最小化。我们在x86架构上实现了一个具有~5.8K loc的原型系统。根据我们的实验结果,我们的平台显示了可接受的开销,同时提供了可由用户配置的显着增强的安全和隐私保护。
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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