42 citations · 79 across the 4 of their papers we have counts for
5 papers
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…
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective
Md Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
In this work, we propose a novel problem formulation for de-identification of unstructured clinical text. We formulate the de-identification problem as a sequence to sequence learn…
Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources
Wentao Li, Jiayi Tong, Md. Monowar Anjum +3
Objectives: This paper develops two algorithms to achieve federated generalized linear mixed effect models (GLMM), and compares the developed model's outcomes with each other, as w…
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…
PAARS: Privacy Aware Access Regulation System
Md. Monowar Anjum, Noman Mohammed
During pandemics, health officials usually recommend access monitoring and regulation protocols/systems in places that are major activity centres. As organizations adhere to those…