Phishing Email Detection in Czech Language for Email.cz - Listík, Vít
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This work is about phishing detection methods and their usage in production system. Firstly it describes what phishing is and how it affects companies and users. Second part is review of commonly used methods and their testing on publicly available data sets and in production system. Final part describes custom approach for phishing detection. The approach is based on prefiltering, entity detection, most suspicious link selection and finally deciding if email is phishing or not.

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Produktbeschreibung
This work is about phishing detection methods and their usage in production system. Firstly it describes what phishing is and how it affects companies and users. Second part is review of commonly used methods and their testing on publicly available data sets and in production system. Final part describes custom approach for phishing detection. The approach is based on prefiltering, entity detection, most suspicious link selection and finally deciding if email is phishing or not.
Autorenporträt
Ich bin ein begeisterter Entwickler mit Interesse an maschinellem Lernen und Webtechnologien. Derzeit arbeite ich an der Spam- und Phishing-Erkennung im E-Mail-Team von Seznam.cz. Ich habe mein Masterstudium an der FEL CTU abgeschlossen und verwende jetzt im Rahmen meines Doktoratsstudiums Bilderkennungsmethoden zur Spam-Erkennung.