| A systems theoretic approach to the security threats in cyber physical systems applied to stuxnet A Nourian, S Madnick IEEE Transactions on Dependable and Secure Computing 15 (1), 2-13, 2015 | 201 | 2015 |
| Handbook of data intensive computing B Furht, A Escalante Springer Science & Business Media, 2011 | 43 | 2011 |
| Meaningfully explaining black-box machine learning models A Nourian, FAN Longfei, F Lian, K Griest, J Koister, A Flint US Patent 11,645,581, 2023 | 32 | 2023 |
| CASTLE: A social framework for collaborative anti-phishing databases A Nourian, S Ishtiaq, M Maheswaran 2009 5th International Conference on Collaborative Computing: Networking …, 2009 | 25 | 2009 |
| Providing insights about a dynamic machine learning model A Nourian, R Spjut, FAN Longfei, P Dutta, J Koister, A Flint US Patent 11,568,286, 2023 | 22 | 2023 |
| Explainable machine learning models of consumer credit risk R Davis, AW Lo, S Mishra, A Nourian, M Singh, N Wu, R Zhang Available at SSRN 4006840, 2022 | 15 | 2022 |
| Towards privacy enhanced limited image processing in the clouds A Nourian, M Maheswaran Proceedings of the 9th Middleware Doctoral Symposium of the 13th ACM/IFIP …, 2012 | 14 | 2012 |
| Managing missing values in datasets for machine learning models C Huang, A Nourian, F Lian, FAN Longfei, K Griest, J Koister, A Flint US Patent 11,568,187, 2023 | 11 | 2023 |
| Character-based search with data confidentiality in the clouds V Maheshwari, A Nourian, M Maheswaran 4th IEEE International Conference on Cloud Computing Technology and Science …, 2012 | 11 | 2012 |
| Privacy aware image template matching in clouds using ambient data A Nourian, M Maheswaran The Journal of Supercomputing 66, 1049-1070, 2013 | 9 | 2013 |
| xai toolkit: Practical, explainable machine learning A Flint, A Nourian, J Koister White paper, 2018 | 7 | 2018 |
| Privacy and security requirements of data intensive computing in clouds A Nourian, M Maheswaran Handbook of data intensive computing, 501-518, 2011 | 7 | 2011 |
| FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data W Chu, C Xie, B Wang, L Li, L Yin, A Nourian, H Zhao, B Li arXiv preprint arXiv:2207.10265, 2022 | 5 | 2022 |
| Using segmentation for confidentiality aware image storage and retrieval on clouds A Nourian, M Maheswaran 2012 IEEE Global Communications Conference (GLOBECOM), 758-763, 2012 | 4 | 2012 |
| Towards privacy-preserving image template matching in the clouds A Nourian, M Maheswaran 4th IEEE International Conference on Cloud Computing Technology and Science …, 2012 | 3 | 2012 |
| Privacy enhanced pixel-level image processing in the clouds A Nourian, M Maheswaran 2012 IEEE Fifth International Conference on Utility and Cloud Computing, 235-236, 2012 | 3 | 2012 |
| Measuring the availability of images posted on social media sites A Nourian, M Maheswaran 2012 21st International Conference on Computer Communications and Networks …, 2012 | 3 | 2012 |
| Hidden Technical Debts for Fair Machine Learning in Financial Services H Chong, A Nourian, K Griest NeurIPS | 2020 Thirty-fourth Conference on Neural Information Processing Systems, 2020 | 2 | 2020 |
| Managing missing values in datasets for machine learning models C Huang, A Nourian, F Lian, FAN Longfei, K Griest, J Koister, A Flint US Patent 11,875,239, 2024 | 1 | 2024 |
| Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks C Xie, Y Long, PY Chen, Q Li, S Koyejo, B Li Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023 | 1 | 2023 |
