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Jul, 2023
BadNets模型在垃圾邮件过滤器中的应用
Application of BadNets in Spam Filters
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Swagnik Roychoudhury, Akshaj Kumar Veldanda
TL;DR
我们设计了在垃圾邮件过滤中的后门攻击，通过揭示机器学习模型供应链上的潜在漏洞，突出了在垃圾邮件过滤器中使用的模型需要进行仔细考虑和评估的需求。我们的结果表明，后门攻击可以有效地用于发现垃圾邮件过滤器的漏洞，并提出了对该领域的持续监测和改进的需求。
Abstract
spam filters
are a crucial component of modern email systems, as they help to protect users from unwanted and potentially harmful emails. However, the effectiveness of these filters is dependent on the quality of the
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