42 citations · 106 across the 4 of their papers we have counts for
4 papers
Improving Methodologies for Agentic Evaluations Across Domains: Leakage of Sensitive Information, Fraud and Cybersecurity Threats
Ee Wei Seah, Yongsen Zheng, Naga Nikshith +67
The rapid rise of autonomous AI systems and advancements in agent capabilities are introducing new risks due to reduced oversight of real-world interactions. Yet agent testing rema…
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…
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…
Towards a Robust and Trustworthy Machine Learning System Development: An Engineering Perspective
Pulei Xiong, Scott Buffett, Shahrear Iqbal +3
While Machine Learning (ML) technologies are widely adopted in many mission critical fields to support intelligent decision-making, concerns remain about system resilience against…