Benoit Hamelin

5 papers 108 citations h-index 2 2008–2021

ANUBIS: A Provenance Graph-Based Framework for Advanced Persistent Threat Detection

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 be effectively...

48 citations 2021-12 SAC

Analyzing the Usefulness of the DARPA OpTC Dataset in Cyber Threat Detection Research

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-the-art...

60 citations 2021-03 SACMAT