| Preserving both privacy and utility in network trace anonymization M Mohammady, L Wang, Y Hong, H Louafi, M Pourzandi, M Debbabi Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018 | 47 | 2018 |
| Differentially private MIMO filtering for event streams J Le Ny, M Mohammady IEEE Transactions on Automatic Control 63 (1), 145-157, 2017 | 47 | 2017 |
| R2dp: A universal and automated approach to optimizing the randomization mechanisms of differential privacy for utility metrics with no known optimal distributions M Mohammady, S Xie, Y Hong, M Zhang, L Wang, M Pourzandi, ... Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications …, 2020 | 23 | 2020 |
| VTDP: Privately sanitizing fine-grained vehicle trajectory data with boosted utility B Liu, S Xie, H Wang, Y Hong, X Ban, M Mohammady IEEE Transactions on Dependable and Secure Computing 18 (6), 2643-2657, 2019 | 18 | 2019 |
| SegGuard: segmentation-based anonymization of network data in clouds for privacy-preserving security auditing M Oqaily, Y Jarraya, M Mohammady, S Majumdar, M Pourzandi, L Wang, ... IEEE Transactions on Dependable and Secure Computing 18 (5), 2486-2505, 2019 | 17 | 2019 |
| Differentially private MIMO filtering for event streams and spatio-temporal monitoring J Le Ny, M Mohammady 53rd IEEE Conference on Decision and Control, 2148-2153, 2014 | 14 | 2014 |
| Proactivizer: Transforming existing verification tools into efficient solutions for runtime security enforcement S Majumdar, A Tabiban, M Mohammady, A Oqaily, Y Jarraya, ... Computer Security–ESORICS 2019: 24th European Symposium on Research in …, 2019 | 12 | 2019 |
| A generalized framework for preserving both privacy and utility in data outsourcing S Xie, M Mohammady, H Wang, L Wang, J Vaidya, Y Hong IEEE transactions on knowledge and data engineering 35 (1), 1-15, 2021 | 11 | 2021 |
| A multi-view approach to preserve privacy and utility in network trace anonymization M Mohammady, M Oqaily, L Wang, Y Hong, H Louafi, M Pourzandi, ... ACM Transactions on Privacy and Security (TOPS) 24 (3), 1-36, 2021 | 6 | 2021 |
| DPI: Ensuring Strict Differential Privacy for Infinite Data Streaming S Feng, M Mohammady, H Wang, X Li, Z Qin, Y Hong IEEE Symposium on Security and Privacy (SP), San Francisco, CA, USA, 2024 pp …, 2024 | 5 | 2024 |
| Multi-level proactive security auditing for clouds S Majumdar, A Tabiban, M Mohammady, A Oqaily, Y Jarraya, ... 2019 IEEE Conference on Dependable and Secure Computing (DSC), 1-8, 2019 | 4 | 2019 |
| Optimally Mitigating Backdoor Attacks in Federated Learning K Walter, M Mohammady, S Nepal, SS Kanhere IEEE Transactions on Dependable and Secure Computing, 2023 | 2 | 2023 |
| DPOAD: differentially private outsourcing of anomaly detection through iterative sensitivity learning M Mohammady, H Wang, L Wang, M Zhang, Y Jarraya, S Majumdar, ... arXiv preprint arXiv:2206.13046, 2022 | 2 | 2022 |
| Differentially private event stream filtering with an application to traffic estimation M Mohammady École Polytechnique de Montréal, 2015 | 2 | 2015 |
| Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence S Feng, M Mohammady, H Hong, S Yan, A Kundu, B Wang, Y Hong arXiv preprint arXiv:2407.14710, 2024 | 1 | 2024 |
| Optimization of UD-LDP with statistical prior knowledge G Thedchanamoorthy, M Bewong, M Mohammady, T Zia, MZ Islam 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | 1 | 2024 |
| OptimShare: A Unified Framework for Privacy Preserving Data Sharing--Towards the Practical Utility of Data with Privacy MAP Chamikara, SI Jang, I Oppermann, D Liu, M Roberto, S Ruj, A Pal, ... arXiv preprint arXiv:2306.03379, 2023 | 1 | 2023 |
| Ud-ldp: A technique for optimally catalyzing user driven local differential privacy G Thedchanamoorthy, M Bewong, M Mohammady, TA Zia, MZ Islam Available at SSRN 4629110, 2023 | 1 | 2023 |
| Utility optimized differential privacy system M Zhang, Y Jarraya, M Pourzandi, M Mohammady, XIE Shangyu, Y Hong, ... US Patent App. 17/610,795, 2022 | 1 | 2022 |
| Novel approaches to preserving utility in privacy enhancing technologies M Mohammady Concordia University, 2020 | 1 | 2020 |
Lingyu WangProfessor, Concordia UniversityVerified email at ciise.concordia.ca
