Noman Mohammed

Profile

Select Publications

Name: Noman Mohammed

Position Title: Associate Professor

Office Phone Number: (204) 474-8391

Research and Teaching Interests

My research addresses privacy and security challenges that must be overcome to realize the full potential of big data research. In particular, I design, implement, and evaluate systems with provable privacy guarantees for data management in different application scenarios such as healthcare, location-based services, and social networks. In solving practical problems in these areas, I employ techniques from machine learning, cryptography, and computer systems.

Courses taught

COMP 2280 Introduction to Computer Systems
COMP 4140 Introduction to Cryptography and Cryptosystems
COMP 4580 Computer Security
COMP 7860 Security and Privacy

Links

http://www.cs.umanitoba.ca/~noman/

http://dsp.cs.umanitoba.ca

2019

M. N. Sadat, M. M. A. Aziz, N. Mohammed, F. Chen, X. Jiang, and S. Wang. SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16(1): 93-102, 2019.

2018

M. Z. Hasan, M. S. R. Mahdi, M. N. Sadat, and N. Mohammed. Secure count query on encrypted genomic data. Elsevier Journal of Biomedical Informatics, 81:41-52, 2018.

2017

M. M. A. Aziz, D. Alhadidi, and N. Mohammed. Secure approximation of edit distance on genomic data. BMC Medical Genomics, 10(Suppl 2): 55-67, 2017.

2014

N. Mohammed, D. Alhadidi, B. C. M. Fung, and M. Debbabi. Secure two-party differentially private data release for vertically-partitioned data. IEEE Transactions on Dependable and Secure Computing (TDSC), 11(1): 59-71, January 2014.

N. Mohammed, R. Chen, B. C. M. Fung, and P. S. Yu. Differentially private data release for data mining. In Proceedings of the 17^th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 493-501, San Diego, CA, August 2011.