Scrutinizing Unsolicited E-Mail And Revealing Zombies
نویسندگان
چکیده
منابع مشابه
Restraining transmission of unsolicited bulk e-mail
Filtering large amounts of unsolicited bulk e-mail, also known as spam, is expensive. Either because of the time spent on manual deletion or complex analysis by algorithms putting heavy load on e-mail servers. Due to exponential growth of the volume of spam campaigns, Internet Service Providers (ISP’s) are increasingly forced to use rigorous rejection policies to prevent their filter servers fr...
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We present a thorough investigation on using machine learning to construct effective personalized anti-spam filters. The investigation includes four learning algorithms, Naive Bayes, Flexible Bayes, LogitBoost, and Support Vector Machines, and four datasets, constructed from the mailboxes of different users. We discuss the model and search biases of the learning algorithms, along with worst-cas...
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Using Psychological Reactance as the framework, this study sought to understand consumer attitudes towards two major direct marketing techniques: unsolicited commercial e-mail and postal direct mail. In particular, audience perceptions of advertising intrusiveness, perceived loss of control (as conceptualized by Psychological Reactance), and irritation regarding the direct marketing techniques ...
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The problem of unsolicited e-mail has been increasing during recent years. Fortunately, some advanced technologies have been successfully applied to spam filtering, achieving promising results. Recently, we have introduced SPAMHUNTING, a successful spam filter able to address the concept drift problem by combining a relevant term identification technique with an evolving sliding window strategy...
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The growth of unsolicited commercial email (UCE) imposes increasing costs on organizations and causes considerable aggravation on the part of email recipients. A thriving anti-spam industry addresses some of the frustration. Regulation and various economic and technical means are in the works – all aimed at bringing down the flood of unwanted commercial email. This paper contributes to our unde...
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ژورنال
عنوان ژورنال: IOSR Journal of Computer Engineering
سال: 2013
ISSN: 2278-8727,2278-0661
DOI: 10.9790/0661-0940509