Stefan-Bogdan Cocea

BERT Embeddings: A Modern Machine-learning Approach for Detecting Malware from Command Lines (Part 1 of 2)

BERT Embeddings: A Modern Machine-learning Approach for Detecting Malware from Command Lines (Part 1 of 2)

January 26, 2022

Stefan-Bogdan Cocea Endpoint Security & XDR

Suspicious command lines differ from common ones in how the executable path looks and the unusual arguments passed to them Bidirectional Encoder Representations from Transformers (BERT) embeddings can[…]