Improving DNS Exfiltration Detection via Transformer Pretraining

Miloš Tomić, Aleksa Cvetanović, Predrag Tadić

We study whether in-domain pretraining of Bidirectional Encoder Representations from Transformer (BERT) model improves subdomain-level detection of exfiltration at low false positi…