22 citations · 38 across the 5 of their papers we have counts for
7 papers
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…
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…
CPU and GPU Accelerated Fully Homomorphic Encryption
Toufique Morshed, Md Momin Al Aziz, Noman Mohammed
Fully Homomorphic Encryption (FHE) is one of the most promising technologies for privacy protection as it allows an arbitrary number of function computations over encrypted data. H…
SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption
Md Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed +3
Recent studies demonstrate that effective healthcare can benefit from using the human genomic information. For instance, analysis of tumor genomes has revealed 140 genes whose muta…
Secure Count Query on Encrypted Genomic Data
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed
Capturing the vast amount of meaningful information encoded in the human genome is a fascinating research problem. The outcome of these researches have significant influences in a…
Feature Selection for Classification under Anonymity Constraint
Baichuan Zhang, Noman Mohammed, Vachik Dave +1
Over the last decade, proliferation of various online platforms and their increasing adoption by billions of users have heightened the privacy risk of a user enormously. In fact, s…