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Click Trajectories: End-to-End Analysis of the Spam Value Chain

机译:点击轨迹:垃圾邮件价值链的端到端分析

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Spam-based advertising is a business. While it has engendered both widespread antipathy and a multi-billion dollar anti-spam industry, it continues to exist because it fuels a profitable enterprise. We lack, however, a solid understanding of this enterprise''s full structure, and thus most anti-Spam interventions focus on only one facet of the overall spam value chain (e.g., spam filtering, URL blacklisting, site takedown).In this paper we present a holistic analysis that quantifies the full set of resources employed to monetize spam email -- including naming, hosting, payment and fulfillment -- usingextensive measurements of three months of diverse spam data, broad crawling of naming and hosting infrastructures, and over 100 purchases from spam-advertised sites. We relate these resources to the organizations who administer them and then use this data to characterize the relative prospects for defensive interventions at each link in the spam value chain. In particular, we provide the first strong evidence of payment bottlenecks in the spam value chain, 95% of spam-advertised pharmaceutical, replica and software products are monetized using merchant services from just a handful of banks.
机译:基于垃圾邮件的广告是一项业务。尽管它引起了广泛的反感和数十亿美元的反垃圾邮件行业,但它仍然存在,因为它助长了一个盈利的企业。但是,我们对这家企业的整体结构缺乏扎实的了解,因此大多数反垃圾邮件干预措施只关注整个垃圾邮件价值链的一个方面(例如,垃圾邮件过滤,URL黑名单,网站删除)。论文中,我们提出了一项整体分析,通过对三个月不同的垃圾邮件数据进行广泛的测量,对命名和托管基础架构进行广泛爬网,以及超过从垃圾邮件发布的网站上进行了100次购买。我们将这些资源与管理它们的组织联系起来,然后使用这些数据来表征垃圾邮件价值链中每个环节的防御性干预措施的相对前景。尤其是,我们提供了垃圾邮件价值链中付款瓶颈的第一个有力证据,其中只有95%的垃圾邮件广告药品,复制品和软件产品都是通过使用少数银行的商家服务来获利的。

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