T
Toufique Morshed
Researcher at University of Manitoba
Publications - 3
Citations - 40
Toufique Morshed is an academic researcher from University of Manitoba. The author has contributed to research in topics: Encryption & Multiplication. The author has an hindex of 2, co-authored 3 publications receiving 9 citations.
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CPU and GPU Accelerated Fully Homomorphic Encryption
TL;DR: The objective is to improve the performance of FHE schemes by designing efficient parallel frameworks and chooses Torus Fully Homomorphic Encryption (TFHE) as it offers exact results for an infinite number of boolean gate evaluations.
Proceedings ArticleDOI
CPU and GPU Accelerated Fully Homomorphic Encryption
TL;DR: In this paper, the Torus Fully Homomorphic Encryption (TFHE) was ported to the Graphics Processing Units (GPU) and optimized for boolean and arithmetic circuits employing the multitude of cores.
Proceedings ArticleDOI
Parallel Linear Regression on Encrypted Data
TL;DR: This paper proposes an approximate mathematical model utilizing linear regression on homomorphically encrypted data to predict the disease association of an individual and incorporates the multi-core parallelism to make the framework realistic.