使用 Blockchai 检测垃圾邮件

Niraj patil
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引用次数: 0

摘要

如今,电子邮件通信在我们的生活中发挥着巨大的作用,尤其是在快速交流信息方面。然而,无处不在的垃圾邮件威胁却破坏了这种便利,它不仅扰乱了通信渠道,还带来了严重的安全和隐私问题。基于规则或启发式方法的传统垃圾邮件检测模型往往会失败,因为它们无法快速适应垃圾邮件发送者使用的新技术。为了应对这些挑战,本文提出了一种创造性的解决方案--将区块链技术整合到垃圾邮件的检测过程中。垃圾邮件通常被定义为一种不受欢迎的、通常是恶意的通信形式,因此它一直是一个值得关注的网络安全问题。传统的发现机制有时容易出现误报和漏报。此外,此类系统拥有集中的数据,可以在未经许可的情况下进行干扰和访问。权衡现有方法固有的局限性,本研究探讨了区块链如何改变垃圾邮件检测。关键词-- 区块链技术、以太坊、垃圾邮件、电子邮件
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spam Mail Detection Using Blockchai
The role played by email communication in our lives nowadays has been such a tremendous one especially when it comes to fast exchange of information. Nevertheless, this convenience is marred by the omnipresent threat of email spam that not only disrupts channels of communication but also present serious security and privacy concerns. Traditional models of spam detection which are based on rules or heuristics tend to fail because they do not adapt quickly enough to the new techniques employed by spammers. In response to these challenges, this paper proposes an inventive solution to the problem—integration of blockchain technology into the process of detecting email spams.Email spam is often defined as an unwanted and usually malicious form of correspondence, thus it has continued being a notable cyber security worry. The conventional mechanisms for discovering them are prone to false positives and negatives at times. Additionally, such systems have centralized data which can be interfered with and accessed without permission. Weighing up the limitations inherent in existing methods, this research examines how blockchain may change email spam detection. Keywords— Blockchain technology, ethereum, Spam, email
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