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TC: Small: Understanding the Roots of the Spam Problem -- Email Address Trafficking

TC: Small: Understanding the Roots of the Spam Problem -- Email Address Trafficking
TC:小:了解垃圾邮件问题的根源 - 电子邮件地址贩运
批准号:
0916407
负责人:
Michael Rabinovich
金额:
$14.63万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-08-01 至 2012-07-31

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中文摘要
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英文摘要
Existing anti-spam techniques, such as spam filters and reputation systems, face growing difficulties due to spammers' use of multimedia content (which is hard to filter) and botnets (which mask true spammer identity and thus handicap reputation systems). Te goal of this project is to complement these existing efforts by targeting email address distribution channels, where lists of addresses are bought and sold among unscrupulous parties. As a first necessary step, this project?s goal is to better understand the email trafficking phenomenon. This is a unique opportunity to study email spam in conjunction with email address trafficking. The team recently built a system for Internet users that, as a side effect, is able to collect the data that would contain information necessary for this analysis. Second, they secured cooperation from the Case Western Reserve University IT organization to test-deploy this system for up to 500 users and keep it in place for at least a year, which would allow them to collect a trove of data for a large-scale study and analysis. This proposal will study spam from a unique perspective ? email address trafficking. While previous studies characterize spam by considering email content and senders, address trafficking represents an important aspect of the spam problem, and better understanding of address trafficking can open new effective ways to combat spam. The broader impact includes its potential for better mechanisms to combat spam, for fostering collaboration with data mining faculty within the department, and for enhancing graduate and undergraduate education by adding material on application-level network security to, respectively ?Internet Applications? graduate course and to the ?Computer Networks? core undergraduate course.
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