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JURD: Joiner of Un-Readable Documents to Reverse Tokenization Attacks to Content-based Spam Filters

Spam has become a major issue in computer security because it is a channel for threats such as computer viruses, worms and phishing. More than 85% of received e-mails are spam. Historical approaches to combating these messages, including simple …

On the Study of Anomaly-based Spam Filtering Using Spam as Representation of Normality

In previous work, we presented the first spam filtering method based on anomaly detection that reduces the necessity of labelling spam messages and only employs the representation of legitimate e-mails. This method achieved high accuracy rates …