First Step toward Cloud-Based Firewalling

Amir R. Khakpour, A. Liu
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引用次数: 50

Abstract

With the explosive growth of network-based services and attacks, the complexity and cost of firewall deployment and management have been increasing rapidly. Yet, each private network, no matter big or small, has to deploy and manage its own firewall, which is the critical first line of defense. To reduce the complexity and cost in deploying and managing firewalls, businesses have started to outsource the firewall service to their Internet Service Providers (ISPs), such as AT&T, which provide cloud-based firewal service. Such fire walling model saves businesses in managing, deploying, and upgrading firewalls. The current firewall service outsourcing model requires businesses fully trust their ISPs and give ISPs their firewall policies. However, businesses typically need to keep their firewall policies confidential. In this paper, we propose the first privacy preserving firewall outsourcing approach where businesses outsource their firewall services to ISPs without revealing their firewall policies to the ISPs. The basic idea is that businesses first anonymize their firewall policies and send the anonymized policies to their ISP, then the ISP performs packet filtering based on the anonymized firewall policies. For anonymizing firewall policies, we use Firewall Decision Diagrams to cope with the multi-dimensionality of policies and Bloom Filters for the anonymization purpose. This paper deals with a hard problem. By no means that we claim our scheme is perfect, however, this effort represents the first step towards privacy preserving outsourcing of firewall services. We implemented our scheme and conducted extensive experiments. Our experimental results show that our scheme is efficient in terms of both memory usage and packet lookup time. The firewall throughput of our scheme running at ISPs is comparable to that of software firewalls running at businesses themselves.
迈向云端防火墙的第一步
随着基于网络的业务和攻击的爆炸式增长,防火墙的部署和管理的复杂性和成本也在迅速增加。然而,每个专用网络,无论大小,都必须部署和管理自己的防火墙,这是关键的第一道防线。为了降低部署和管理防火墙的复杂性和成本,企业已经开始将防火墙服务外包给他们的互联网服务提供商(isp),比如提供基于云的防火墙服务的AT&T。这种防火墙模型为企业节省了管理、部署和升级防火墙的时间。当前的防火墙服务外包模式要求企业完全信任其互联网服务提供商,并向其提供防火墙策略。然而,企业通常需要对其防火墙策略保密。在本文中,我们提出了第一种保护隐私的防火墙外包方法,即企业将其防火墙服务外包给互联网服务提供商,而不向互联网服务提供商透露其防火墙策略。其基本思路是,企业首先对防火墙策略进行匿名化处理,将匿名化后的策略发送给ISP, ISP根据匿名化后的防火墙策略进行包过滤。为了匿名化防火墙策略,我们使用防火墙决策图来处理策略的多维性,并使用布隆过滤器进行匿名化。这篇论文处理的是一个难题。我们绝不声称我们的方案是完美的,然而,这一努力代表了向保护隐私外包防火墙服务迈出的第一步。我们实施了我们的方案并进行了广泛的实验。实验结果表明,该方案在内存利用率和数据包查找时间方面都是有效的。我们的方案在互联网服务提供商上运行的防火墙吞吐量与在企业自己上运行的软件防火墙的吞吐量相当。
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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