Protecting Users against Phishing Attacks
The Computer Journal
Learning to detect phishing emails
Proceedings of the 16th international conference on World Wide Web
Spam Filtering Using Statistical Data Compression Models
The Journal of Machine Learning Research
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images
The Journal of Machine Learning Research
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Salting is the intentional addition or distortion of content, aimed to evade automatic filtering. Salting is usually found in spam emails. Salting can also be hidden in phishing emails, which aim to steal personal information from users. We present a novel method that detects hidden salting tricks as visual anomalies in text. We solely use these salting tricks to successfully classify emails as phishing (F-measure 90%).