In-domain BERT pretraining yields better low-FPR detection of DNS exfiltration than random initialization, with larger gains when more labeled fine-tuning data is available.
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Improving DNS Exfiltration Detection via Transformer Pretraining
In-domain BERT pretraining yields better low-FPR detection of DNS exfiltration than random initialization, with larger gains when more labeled fine-tuning data is available.