| 2025 | TrustCom | Assessing the Effectiveness of Singling-Out Attacks on Synthetic Data: Is the Current GDPR Guidance Adequate? | Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Noman Mohammed |
| 2023 | DSAA | Privacy-Preserving Learning via Data and Knowledge Distillation. | Fahim Faisal, Carson K. Leung, Noman Mohammed, Yang Wang |
| 2023 | IDEAS | Comparative Analysis of Membership Inference Attacks in Federated Learning. | Saroj Dayal, Dima Alhadidi, Ali Abbasi Tadi, Noman Mohammed |
| 2023 | IDEAS | FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning. | Hamid Fazli Khojir, Dima Alhadidi, Sara Rouhani, Noman Mohammed |
| 2022 | DSAA | Generating Privacy Preserving Synthetic Medical Data. | Fahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang |
| 2021 | CCS | De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. | Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang |
| 2020 | DASC | Efficient Privacy-Preserving Approaches for Trajectory Datasets. | Md Yeakub Hassan, Ullash Saha, Noman Mohammed, Stephane Durocher, Avery Miller |
| 2020 | DASC | Secure Count Query on Encrypted Heterogeneous Data. | Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed, Xiaoqian Jiang |
| 2018 | MMSP | Privacy-Preserving Age Estimation for Content Rating. | Linwei Ye, Binglin Li, Noman Mohammed, Yang Wang, Jie Liang |
| 2018 | PST | Parallel Linear Regression on Encrypted Data. | Toufique Morshed, Dima Alhadidi, Noman Mohammed |
| 2017 | AMIA | SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. | Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang |
| 2017 | CHASE | Secure Sequence Similarity Search on Encrypted Genomic Data. | Md Safiur Rahman Mahdi, Mohammad Zahidul Hasan, Noman Mohammed |
| 2017 | IC2E | Image-Centric Social Discovery Using Neural Network under Anonymity Constraint. | Kazi Wasif Ahmed, Mohammad Zahidul Hasan, Noman Mohammed |
| 2016 | IDEAS | Secure and Efficient Multiparty Computation on Genomic Data. | Md Momin Al Aziz, Mohammad Zahidul Hasan, Noman Mohammed, Dima Alhadidi |
| 2015 | CBMS | Secure and Private Management of Healthcare Databases for Data Mining. | Noman Mohammed, Samira Barouti, Dima Alhadidi, Rui Chen |
| 2011 | KDD | Differentially private data release for data mining. | Noman Mohammed, Rui Chen, Benjamin C. M. Fung, Philip S. Yu |
| 2009 | CIKM | Walking in the crowd: anonymizing trajectory data for pattern analysis. | Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi |
| 2009 | EDBT | Privacy-preserving data mashup. | Noman Mohammed, Benjamin C. M. Fung, Ke Wang, Patrick C. K. Hung |
| 2009 | KDD | Anonymizing healthcare data: a case study on the blood transfusion service. | Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee |
| 2008 | WCNC | A Mechanism Design-Based Multi-Leader Election Scheme for Intrusion Detection in MANET. | Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya |
| 2008 | WiMob | A Moderate to Robust Game Theoretical Model for Intrusion Detection in MANETs. | Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya |
| 2008 | WiMob | A Mechanism Design-Based Secure Architecture for Mobile Ad Hoc Networks. | Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi |
| 2007 | WiMob | An Efficient and Truthful Leader IDS Election Mechanism for MANET. | Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya |