Harnessing Language Models for Detection of Evasive Malicious Email Attachments

Abstract

Leveraging deep file parsing results and the semantics of emails delivered by threat actors to detect whether emails have malicious or benign attachments.

Understanding of semantics, topic, and hierarchy amongst the topics used by the threat actors.