Noman Mohammed

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 54

Top Topics

Privacy Preserving

Homomorphic Encryption

Differentially Private

Top Venues

J. Biomed. Informatics

BMC Medical Informatics Decis. Mak.

Publications

Hossein Abedi Khorasgani, Noman Mohammed, Yang Wang
Attribute inference privacy protection for pre-trained models. Int. J. Inf. Sec. 23 (3) (2024)
Yao-Shun Chuang, Atiquer Rahman Sarkar, Noman Mohammed, Xiaoqian Jiang
Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks. CoRR (2024)
Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Yang Wang, Noman Mohammed
Synthetic Data: Revisiting the Privacy-Utility Trade-off. CoRR (2024)
Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang
De-identification is not always enough. CoRR (2024)
Md Momin Al Aziz, Toufique Morshed, Noman Mohammed
Secure Genomic String Search with Parallel Homomorphic Encryption. Inf. 15 (1) (2024)
Ali Abbasi Tadi, Saroj Dayal, Dima Alhadidi, Noman Mohammed
Comparative Analysis of Membership Inference Attacks in Federated and Centralized Learning. Inf. 14 (11) (2023)
Saroj Dayal, Dima Alhadidi, Ali Abbasi Tadi, Noman Mohammed
Comparative Analysis of Membership Inference Attacks in Federated Learning. IDEAS (2023)
Fahim Faisal, Carson K. Leung, Noman Mohammed, Yang Wang
Privacy-Preserving Learning via Data and Knowledge Distillation. DSAA (2023)
Hamid Fazli Khojir, Dima Alhadidi, Sara Rouhani, Noman Mohammed
FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning. IDEAS (2023)
Md. Monowar Anjum, Noman Mohammed, Wentao Li, Xiaoqian Jiang
Privacy preserving collaborative learning of generalized linear mixed model. J. Biomed. Informatics 127 (2022)
Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed
Differentially Private Medical Texts Generation Using Generative Neural Networks. ACM Trans. Comput. Heal. 3 (1) (2022)
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Tanzir Ul Islam, Noman Mohammed, Dima Alhadidi
Private Federated Framework for Health Data. BIBM (2022)
Md Momin Al Aziz, Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
Generalized genomic data sharing for differentially private federated learning. J. Biomed. Informatics 132 (2022)
Tanzir Ul Islam, Reza Ghasemi, Noman Mohammed
Privacy-Preserving Federated Learning Model for Healthcare Data. CCWC (2022)
Fahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang
Generating Privacy Preserving Synthetic Medical Data. DSAA (2022)
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CoRR (2021)
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources. CoRR (2021)
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CCS (2021)
Tanbir Ahmed, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
Privacy preserving neural networks for electronic health records de-identification. BCB (2021)
Md Momin Al Aziz, Shahin Kamali, Noman Mohammed, Xiaoqian Jiang
Online Algorithm for Differentially Private Genome-wide Association Studies. ACM Trans. Comput. Heal. 2 (2) (2021)
Gaby G. Dagher, Benjamin C. M. Fung, Noman Mohammed, Jeremy Clark
sf SecDM: privacy-preserving data outsourcing framework with differential privacy. Knowl. Inf. Syst. 62 (5) (2020)
Md. Monowar Anjum, Noman Mohammed
PAARS: Privacy Aware Access Regulation System. CoRR (2020)
Toufique Morshed, Md Momin Al Aziz, Noman Mohammed
CPU and GPU Accelerated Fully Homomorphic Encryption. CoRR (2020)
Kazi Wasif Ahmed, Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Noman Mohammed
Nearest neighbour search over encrypted data using intel SGX. J. Inf. Secur. Appl. 54 (2020)
Toufique Morshed, Md Momin Al Aziz, Noman Mohammed
CPU and GPU Accelerated Fully Homomorphic Encryption. HOST (2020)
Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed, Xiaoqian Jiang
Secure Count Query on Encrypted Heterogeneous Data. DASC/PiCom/CBDCom/CyberSciTech (2020)
Md Momin Al Aziz, Parimala Thulasiraman, Noman Mohammed
Parallel Generalized Suffix Tree Construction for Genomic Data. AlCoB (2020)
Md Yeakub Hassan, Ullash Saha, Noman Mohammed, Stephane Durocher, Avery Miller
Efficient Privacy-Preserving Approaches for Trajectory Datasets. DASC/PiCom/CBDCom/CyberSciTech (2020)
Md. Monowar Anjum, Noman Mohammed
PAARS: Privacy Aware Access Regulation System. UEMCON (2020)
Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal
A Deep Learning Framework for Malware Classification. Int. J. Digit. Crime Forensics 12 (1) (2020)
Md Safiur Rahman Mahdi, Md Momin Al Aziz, Dima Alhadidi, Noman Mohammed
Secure Similar Patients Query on Encrypted Genomic Data. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang
A privacy-preserving distributed filtering framework for NLP artifacts. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Xiaoqian Jiang, Shuang Wang
SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (1) (2019)
Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Shuang Wang, Xiaoqian Jiang, Cheryl L. Brown, Noman Mohammed
Privacy-preserving techniques of genomic data - a survey. Briefings Bioinform. 20 (3) (2019)
Yiwei Lu, Mahesh Kumar K., Noman Mohammed, Yang Wang
Homoglyph attack detection with unpaired data. SEC (2019)
Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (1) (2019)
Linwei Ye, Binglin Li, Noman Mohammed, Yang Wang, Jie Liang
Privacy-Preserving Age Estimation for Content Rating. MMSP (2018)
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed
Secure Count Query on Encrypted Genomic Data: A Survey. IEEE Internet Comput. 22 (2) (2018)
Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce
On the Robustness of Deep Learning Models to Universal Adversarial Attack. CRV (2018)
Md. Atiqur Rahman, Tanzila Rahman, Robert Laganière, Noman Mohammed
Membership Inference Attack against Differentially Private Deep Learning Model. Trans. Data Priv. 11 (1) (2018)
Toufique Morshed, Dima Alhadidi, Noman Mohammed
Parallel Linear Regression on Encrypted Data. PST (2018)
Luyao Chen, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
Secure large-scale genome data storage and query. Comput. Methods Programs Biomed. 165 (2018)
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed
Secure count query on encrypted genomic data. J. Biomed. Informatics 81 (2018)
Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal
Malware Classification with Deep Convolutional Neural Networks. NTMS (2018)
Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang
SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. AMIA (2017)
Reza Ghasemi, Md Momin Al Aziz, Noman Mohammed, Massoud Hadian Dehkordi, Xiaoqian Jiang
Private and Efficient Query Processing on Outsourced Genomic Databases. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed
Secure Count Query on Encrypted Genomic Data. CoRR (2017)
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Shuang Wang, Xiaoqian Jiang
SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption. CoRR (2017)
Md Safiur Rahman Mahdi, Mohammad Zahidul Hasan, Noman Mohammed
Secure Sequence Similarity Search on Encrypted Genomic Data. CHASE (2017)
Kazi Wasif Ahmed, Mohammad Zahidul Hasan, Noman Mohammed
Image-Centric Social Discovery Using Neural Network under Anonymity Constraint. IC2E (2017)
Baichuan Zhang, Noman Mohammed, Vachik S. Dave, Mohammad Al Hasan
Feature Selection for Classification under Anonymity Constraint. Trans. Data Priv. 10 (1) (2017)
Mohammad Moein Almasi, Taha R. Siddiqui, Noman Mohammed, Hadi Hemmati
The Risk-Utility Tradeoff for Data Privacy Models. NTMS (2016)
Md Momin Al Aziz, Mohammad Zahidul Hasan, Noman Mohammed, Dima Alhadidi
Secure and Efficient Multiparty Computation on Genomic Data. IDEAS (2016)
Noman Mohammed, Samira Barouti, Dima Alhadidi, Rui Chen
Secure and Private Management of Healthcare Databases for Data Mining. CBMS (2015)
Feng Chen, Noman Mohammed, Shuang Wang, Wenbo He, Samuel Cheng, Xiaoqian Jiang
Cloud-assisted distributed private data sharing. BCB (2015)
Shuang Wang, Noman Mohammed, Rui Chen
Differentially private genome data dissemination through top-down specialization. BMC Medical Informatics Decis. Mak. 14 (S-1) (2014)
Noman Mohammed, Dima Alhadidi, Benjamin C. M. Fung, Mourad Debbabi
Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data. IEEE Trans. Dependable Secur. Comput. 11 (1) (2014)
Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado
Differential-Private Data Publishing Through Component Analysis. Trans. Data Priv. 6 (1) (2013)
Rui Chen, Benjamin C. M. Fung, Noman Mohammed, Bipin C. Desai, Ke Wang
Privacy-preserving trajectory data publishing by local suppression. Inf. Sci. 231 (2013)
Noman Mohammed, Xiaoqian Jiang, Rui Chen, Benjamin C. M. Fung, Lucila Ohno-Machado
Privacy-preserving heterogeneous health data sharing. J. Am. Medical Informatics Assoc. 20 (3) (2013)
Dima Alhadidi, Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
Secure Distributed Framework for Achieving ε-Differential Privacy. Privacy Enhancing Technologies (2012)
Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
Anonymity meets game theory: secure data integration with malicious participants. VLDB J. 20 (4) (2011)
Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
Mechanism Design-Based Secure Leader Election Model for Intrusion Detection in MANET. IEEE Trans. Dependable Secur. Comput. 8 (1) (2011)
Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong
Publishing Set-Valued Data via Differential Privacy. Proc. VLDB Endow. 4 (11) (2011)
Noman Mohammed, Rui Chen, Benjamin C. M. Fung, Philip S. Yu
Differentially private data release for data mining. KDD (2011)
Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data. ACM Trans. Knowl. Discov. Data 4 (4) (2010)
Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi
A Secure Mechanism Design-Based and Game Theoretical Model for MANETs. Mob. Networks Appl. 15 (2) (2010)
Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee
Anonymizing healthcare data: a case study on the blood transfusion service. KDD (2009)
Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
Walking in the crowd: anonymizing trajectory data for pattern analysis. CIKM (2009)
Noman Mohammed, Benjamin C. M. Fung, Ke Wang, Patrick C. K. Hung
Privacy-preserving data mashup. EDBT (2009)
Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
A Moderate to Robust Game Theoretical Model for Intrusion Detection in MANETs. WiMob (2008)
Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
A Mechanism Design-Based Multi-Leader Election Scheme for Intrusion Detection in MANET. WCNC (2008)
Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi
A Mechanism Design-Based Secure Architecture for Mobile Ad Hoc Networks. WiMob (2008)
Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
A game-theoretic intrusion detection model for mobile ad hoc networks. Comput. Commun. 31 (4) (2008)
Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
An Efficient and Truthful Leader IDS Election Mechanism for MANET. WiMob (2007)