Design and Evaluation of Proof of Work Based Anti-Spam Solution

Nadja Gavrilovic, V. Ciric
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引用次数: 2

Abstract

According to recent reports, most of the overall email traffic consists of spam, which represents an abuse for the purpose of mass distribution of unwanted messages. Spam can lead to serious attempts at a data breach or email consumer’s identity theft, also. There are a lot of different anti-spam solutions. The aim of this paper is to design and evaluate an anti-spam solution based on a novel Proof of Work concept. The proposed solution requires a certain amount of work from a sender prior to the transfer of an email message. The extended SMTP protocol will be designed in order to enable the evaluation of client credibility using the Proof of work algorithm. The design of the proposed solution will be presented in detail. The implemented system will be evaluated in distributed spam attempt, simulated by Seagull tool. An evaluation of the client work, the impact on the overall amount of sent spam messages, as well as the impact of distributed spam attempt on the attacked server resource usage will be shown. We will show that the proposed solution helps in reducing spam traffic and server load, while it doesn’t diminish the consumer experience of legitimate email users.
基于工作量证明的反垃圾邮件解决方案的设计与评估
根据最近的报告,大部分的电子邮件流量都是由垃圾邮件组成的,这代表了一种滥用,目的是大量分发不想要的信息。垃圾邮件还可能导致严重的数据泄露或电子邮件用户身份盗窃。有很多不同的反垃圾邮件解决方案。本文的目的是设计和评估一个基于工作量证明概念的反垃圾邮件解决方案。建议的解决方案要求发件人在传输电子邮件消息之前进行一定数量的工作。扩展的SMTP协议将被设计为能够使用工作量证明算法对客户端可信度进行评估。本文将详细介绍所提出的解决方案的设计。所实现的系统将在分布式垃圾邮件尝试中进行评估,并使用Seagull工具进行仿真。将显示对客户机工作的评估、对发送的垃圾邮件总量的影响,以及分布式垃圾邮件尝试对受攻击的服务器资源使用情况的影响。我们将展示建议的解决方案有助于减少垃圾邮件流量和服务器负载,同时不会降低合法电子邮件用户的用户体验。
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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