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cs.CR2021★ 42 cited
ANUBIS: A Provenance Graph-Based Framework for Advanced Persistent Threat Detection
Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin
We present ANUBIS, a highly effective machine learning-based APT detection system. Our design philosophy for ANUBIS involves two principal components. Firstly, we intend ANUBIS to…
cs.CR2021
Analyzing the Usefulness of the DARPA OpTC Dataset in Cyber Threat Detection Research
Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin
Maintaining security and privacy in real-world enterprise networks is becoming more and more challenging. Cyber actors are increasingly employing previously unreported and state-of…