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Home>profiles>mohammednoman

Noman Mohammed

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Select Publications
Noman Mohammed
Associate Professor
(204) 474-8391
noman@cs.umanitoba.ca

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 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), pages 493-501, San Diego, CA, August 2011.

 

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DEPARTMENT OF COMPUTER SCIENCE
E2-445 EITC, University of Manitoba,
Winnipeg, MB CANADA R3T 2N2
PHONE: 204-474-8313 PHONE: 204-474-7609 EMAIL: queries@cs.umanitoba.ca
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