Noman Mohammed

81 papers A* 3A 2B 11C 5Misc 2Journal 45Unranked 12
YearRankTypeTitle / Venue / Authors
2025 B conf
Assessing the Effectiveness of Singling-Out Attacks on Synthetic Data: Is the Current GDPR Guidance Adequate?
TrustCom
Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Noman Mohammed
2025 J jnl
Privacy-Preserving Fair Synthetic Tabular Data.
CoRR
Fatima Jahan Sarmin, Atiquer R. Rahman, Christopher J. Henry, Noman Mohammed
2025 J jnl
Robust privacy amidst innovation with large language models through a critical assessment of the risks.
J. Am. Medical Informatics Assoc.
Yao-Shun Chuang, Atiquer Rahman Sarkar, Yu-Chun Hsu, Noman Mohammed, Xiaoqian Jiang
2025 J jnl
Synthetic data: revisiting the privacy-utility trade-off.
Int. J. Inf. Sec.
Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Yang Wang, Noman Mohammed
2024 J jnl
Attribute inference privacy protection for pre-trained models.
Int. J. Inf. Sec.
Hossein Abedi Khorasgani, Noman Mohammed, Yang Wang
2024 J jnl
De-identification is not always enough.
CoRR
Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang
2024 J jnl
Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks.
CoRR
Yao-Shun Chuang, Atiquer Rahman Sarkar, Noman Mohammed, Xiaoqian Jiang
2024 J jnl
Secure Genomic String Search with Parallel Homomorphic Encryption.
Inf.
Md Momin Al Aziz, Toufique Morshed, Noman Mohammed
2024 J jnl
Synthetic Data: Revisiting the Privacy-Utility Trade-off.
CoRR
Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Yang Wang, Noman Mohammed
2023 C conf
Comparative Analysis of Membership Inference Attacks in Federated Learning.
IDEAS
Saroj Dayal, Dima Alhadidi, Ali Abbasi Tadi, Noman Mohammed
2023 J jnl
Comparative Analysis of Membership Inference Attacks in Federated and Centralized Learning.
Inf.
Ali Abbasi Tadi, Saroj Dayal, Dima Alhadidi, Noman Mohammed
2023 C conf
FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning.
IDEAS
Hamid Fazli Khojir, Dima Alhadidi, Sara Rouhani, Noman Mohammed
2023 B conf
Privacy-Preserving Learning via Data and Knowledge Distillation.
DSAA
Fahim Faisal, Carson K. Leung, Noman Mohammed, Yang Wang
2022 J jnl
Differentially Private Medical Texts Generation Using Generative Neural Networks.
ACM Trans. Comput. Heal.
Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed
2022 J jnl
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources.
BMC Medical Informatics Decis. Mak.
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
2022 J jnl
Generalized genomic data sharing for differentially private federated learning.
J. Biomed. Informatics
Md Momin Al Aziz, Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
2022 B conf
Generating Privacy Preserving Synthetic Medical Data.
DSAA
Fahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang
2022 J jnl
Privacy preserving collaborative learning of generalized linear mixed model.
J. Biomed. Informatics
Md. Monowar Anjum, Noman Mohammed, Wentao Li, Xiaoqian Jiang
2022 — conf
Privacy-Preserving Federated Learning Model for Healthcare Data.
CCWC
Tanzir Ul Islam, Reza Ghasemi, Noman Mohammed
2022 — conf
Private Federated Framework for Health Data.
BIBM
Tanzir Ul Islam, Noman Mohammed, Dima Alhadidi
2021 A* conf
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective.
CCS
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
2021 J jnl
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective.
CoRR
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
2021 J jnl
Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources.
CoRR
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
2021 J jnl
Online Algorithm for Differentially Private Genome-wide Association Studies.
ACM Trans. Comput. Heal.
Md Momin Al Aziz, Shahin Kamali, Noman Mohammed, Xiaoqian Jiang
2021 — conf
Privacy preserving neural networks for electronic health records de-identification.
BCB
Tanbir Ahmed, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
2020 J jnl
A Deep Learning Framework for Malware Classification.
Int. J. Digit. Crime Forensics
Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal
2020 — conf
CPU and GPU Accelerated Fully Homomorphic Encryption.
HOST
Toufique Morshed, Md Momin Al Aziz, Noman Mohammed
2020 J jnl
CPU and GPU Accelerated Fully Homomorphic Encryption.
CoRR
Toufique Morshed, Md Momin Al Aziz, Noman Mohammed
2020 — conf
Efficient Privacy-Preserving Approaches for Trajectory Datasets.
DASC/PiCom/CBDCom/CyberSciTech
Md Yeakub Hassan, Ullash Saha, Noman Mohammed, Stephane Durocher, Avery Miller
2020 J jnl
Nearest neighbour search over encrypted data using intel SGX.
J. Inf. Secur. Appl.
Kazi Wasif Ahmed, Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Noman Mohammed
2020 — conf
PAARS: Privacy Aware Access Regulation System.
UEMCON
Md. Monowar Anjum, Noman Mohammed
2020 J jnl
PAARS: Privacy Aware Access Regulation System.
CoRR
Md. Monowar Anjum, Noman Mohammed
2020 — conf
Parallel Generalized Suffix Tree Construction for Genomic Data.
AlCoB
Md Momin Al Aziz, Parimala Thulasiraman, Noman Mohammed
2020 — conf
Secure Count Query on Encrypted Heterogeneous Data.
DASC/PiCom/CBDCom/CyberSciTech
Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed, Xiaoqian Jiang
2020 J jnl
sf SecDM: privacy-preserving data outsourcing framework with differential privacy.
Knowl. Inf. Syst.
Gaby G. Dagher, Benjamin C. M. Fung, Noman Mohammed, Jeremy Clark
2019 J jnl
A privacy-preserving distributed filtering framework for NLP artifacts.
BMC Medical Informatics Decis. Mak.
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang
2019 Misc conf
Homoglyph attack detection with unpaired data.
SEC
Yiwei Lu, Mahesh Kumar K., Noman Mohammed, Yang Wang
2019 J jnl
Privacy-preserving techniques of genomic data - a survey.
Briefings Bioinform.
Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Shuang Wang, Xiaoqian Jiang, Cheryl L. Brown, Noman Mohammed
2019 J jnl
SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution.
IEEE ACM Trans. Comput. Biol. Bioinform.
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Xiaoqian Jiang, Shuang Wang
2019 J jnl
Secure Similar Patients Query on Encrypted Genomic Data.
IEEE J. Biomed. Health Informatics
Md Safiur Rahman Mahdi, Md Momin Al Aziz, Dima Alhadidi, Noman Mohammed
2019 J jnl
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang
2018 — conf
Malware Classification with Deep Convolutional Neural Networks.
NTMS
Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal
2018 J jnl
Membership Inference Attack against Differentially Private Deep Learning Model.
Trans. Data Priv.
Md. Atiqur Rahman, Tanzila Rahman, Robert Laganière, Noman Mohammed
2018 — conf
On the Robustness of Deep Learning Models to Universal Adversarial Attack.
CRV
Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce
2018 C conf
Parallel Linear Regression on Encrypted Data.
PST
Toufique Morshed, Dima Alhadidi, Noman Mohammed
2018 C conf
Privacy-Preserving Age Estimation for Content Rating.
MMSP
Linwei Ye, Binglin Li, Noman Mohammed, Yang Wang, Jie Liang
2018 J jnl
Secure Count Query on Encrypted Genomic Data: A Survey.
IEEE Internet Comput.
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed
2018 J jnl
Secure count query on encrypted genomic data.
J. Biomed. Informatics
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed
2018 J jnl
Secure large-scale genome data storage and query.
Comput. Methods Programs Biomed.
Luyao Chen, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
2017 J jnl
Feature Selection for Classification under Anonymity Constraint.
Trans. Data Priv.
Baichuan Zhang, Noman Mohammed, Vachik S. Dave, Mohammad Al Hasan
2017 B conf
Image-Centric Social Discovery Using Neural Network under Anonymity Constraint.
IC2E
Kazi Wasif Ahmed, Mohammad Zahidul Hasan, Noman Mohammed
2017 J jnl
Private and Efficient Query Processing on Outsourced Genomic Databases.
IEEE J. Biomed. Health Informatics
Reza Ghasemi, Md Momin Al Aziz, Noman Mohammed, Massoud Hadian Dehkordi, Xiaoqian Jiang
2017 J jnl
SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption.
CoRR
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Shuang Wang, Xiaoqian Jiang
2017 Misc conf
SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.
AMIA
Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang
2017 J jnl
Secure Count Query on Encrypted Genomic Data.
CoRR
Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed
2017 B conf
Secure Sequence Similarity Search on Encrypted Genomic Data.
CHASE
Md Safiur Rahman Mahdi, Mohammad Zahidul Hasan, Noman Mohammed
2016 C conf
Secure and Efficient Multiparty Computation on Genomic Data.
IDEAS
Md Momin Al Aziz, Mohammad Zahidul Hasan, Noman Mohammed, Dima Alhadidi
2016 — conf
The Risk-Utility Tradeoff for Data Privacy Models.
NTMS
Mohammad Moein Almasi, Taha R. Siddiqui, Noman Mohammed, Hadi Hemmati
2015 — conf
Cloud-assisted distributed private data sharing.
BCB
Feng Chen, Noman Mohammed, Shuang Wang, Wenbo He, Samuel Cheng, Xiaoqian Jiang
2015 — ch.
Private Genome Data Dissemination.
Medical Data Privacy Handbook
Noman Mohammed, Shuang Wang, Rui Chen, Xiaoqian Jiang
2015 B conf
Secure and Private Management of Healthcare Databases for Data Mining.
CBMS
Noman Mohammed, Samira Barouti, Dima Alhadidi, Rui Chen
2014 J jnl
Differentially private genome data dissemination through top-down specialization.
BMC Medical Informatics Decis. Mak.
Shuang Wang, Noman Mohammed, Rui Chen
2014 J jnl
Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data.
IEEE Trans. Dependable Secur. Comput.
Noman Mohammed, Dima Alhadidi, Benjamin C. M. Fung, Mourad Debbabi
2013 J jnl
Differential-Private Data Publishing Through Component Analysis.
Trans. Data Priv.
Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado
2013 J jnl
Privacy-preserving heterogeneous health data sharing.
J. Am. Medical Informatics Assoc.
Noman Mohammed, Xiaoqian Jiang, Rui Chen, Benjamin C. M. Fung, Lucila Ohno-Machado
2013 J jnl
Privacy-preserving trajectory data publishing by local suppression.
Inf. Sci.
Rui Chen, Benjamin C. M. Fung, Noman Mohammed, Bipin C. Desai, Ke Wang
2012 A conf
Secure Distributed Framework for Achieving ε-Differential Privacy.
Privacy Enhancing Technologies
Dima Alhadidi, Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
2011 J jnl
Anonymity meets game theory: secure data integration with malicious participants.
VLDB J.
Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
2011 A* conf
Differentially private data release for data mining.
KDD
Noman Mohammed, Rui Chen, Benjamin C. M. Fung, Philip S. Yu
2011 J jnl
Mechanism Design-Based Secure Leader Election Model for Intrusion Detection in MANET.
IEEE Trans. Dependable Secur. Comput.
Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2011 J jnl
Publishing Set-Valued Data via Differential Privacy.
Proc. VLDB Endow.
Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong
2010 J jnl
A Secure Mechanism Design-Based and Game Theoretical Model for MANETs.
Mob. Networks Appl.
Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi
2010 J jnl
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data.
ACM Trans. Knowl. Discov. Data
Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee
2009 A* conf
Anonymizing healthcare data: a case study on the blood transfusion service.
KDD
Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee
2009 B conf
Privacy-preserving data mashup.
EDBT
Noman Mohammed, Benjamin C. M. Fung, Ke Wang, Patrick C. K. Hung
2009 A conf
Walking in the crowd: anonymizing trajectory data for pattern analysis.
CIKM
Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi
2008 B conf
A Mechanism Design-Based Multi-Leader Election Scheme for Intrusion Detection in MANET.
WCNC
Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2008 B conf
A Mechanism Design-Based Secure Architecture for Mobile Ad Hoc Networks.
WiMob
Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi
2008 B conf
A Moderate to Robust Game Theoretical Model for Intrusion Detection in MANETs.
WiMob
Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2008 J jnl
A game-theoretic intrusion detection model for mobile ad hoc networks.
Comput. Commun.
Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya
2007 B conf
An Efficient and Truthful Leader IDS Election Mechanism for MANET.
WiMob
Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya