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Unweaving the Phisher's Net: An Exploratory Study

机译:解构网络钓鱼者网:探索性研究

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Over 29,000 phishing emails are reported each month on average to the AntiPhishing Working Group. If we consider that at least 5% of these emails achieve their target, at least 1,450 distinct email users a month are caught in the phisher's net. This study attempts to understand the basic deception techniques utilized by phishers when creating the phishing emails. Exploratory content and linguistic analyses are performed to elicit the most widely used deception techniques and linguistic features that seem to be prominent in phishing emails. Preliminary results provide evidence to support that phishers utilize a very reduced and recognizable subset of deception techniques. Moreover, paired with these deception techniques, specific linguistic features seem to create a recognizable pattern of phishing emails that can be used to aid detection and filtering.
机译:每月平均有超过29,000个网络钓鱼电子邮件报告给反网络钓鱼工作组。如果我们认为这些电子邮件中至少有5%达到了目标,则每月至少有1,450个不同的电子邮件用户被网络钓鱼者网所捕获。这项研究试图了解网络钓鱼者在创建网络钓鱼电子邮件时使用的基本欺骗技术。进行了探索性的内容和语言分析,以得出在网络钓鱼电子邮件中似乎最为突出的最广泛使用的欺骗技术和语言特征。初步结果提供了证据来证明网络钓鱼者利用了非常少且可识别的欺骗技术。此外,结合这些欺骗技术,特定的语言功能似乎会创建可识别的网络钓鱼电子邮件模式,该模式可用于帮助检测和过滤。

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