Secrecy: Secure collaborative analytics on secret-shared data

J Liagouris, V Kalavri, M Faisal, M Varia - arXiv preprint arXiv:2102.01048, 2021 - arxiv.org
We present a relational MPC framework for secure collaborative analytics on private data
with no information leakage. Our work targets challenging use cases where data owners …

Secret sharing MPC on FPGAs in the datacenter

PF Wolfe, R Patel, R Munafo, M Varia… - … Conference on Field …, 2020 - ieeexplore.ieee.org
Multi-Party Computation (MPC) is a technique enabling data from several sources to be
used in a secure computation revealing only the result while protecting the original data …

Distributed hardware accelerated secure joint computation on the copa framework

R Patel, P Haghi, S Jain, A Kot… - 2022 IEEE High …, 2022 - ieeexplore.ieee.org
Performance of distributed data center applications can be improved through use of FPGA-
based SmartNICs, which provide additional functionality and enable higher bandwidth …

Arithmetic and Boolean secret sharing MPC on FPGAs in the data center

R Patel, PF Wolfe, R Munafo, M Varia… - 2020 IEEE High …, 2020 - ieeexplore.ieee.org
Multi-Party Computation (MPC) is an important technique used to enable computation over
confidential data from several sources. The public cloud provides a unique opportunity to …

Optimizing Designs Using Several Types of Memories on Modern FPGAs

M Gungor, K Huang, S Ioannidis… - 2022 IEEE High …, 2022 - ieeexplore.ieee.org
Modern FPGAs targeting data centers are designed to accelerate problems with large data.
They offer many different types of memory including on-chip and on-board memories. A …

Copa use case: Distributed secure joint computation

R Patel, P Haghi, S Jain, A Kot… - 2022 IEEE 30th …, 2022 - ieeexplore.ieee.org
Data centers provide good environments for distributed computing as they are easily
accessible and may have low-latency communication between nodes [1]; often, however …

Accelerating Garbled Circuits in the Open Cloud Testbed with Multiple Network-Attached FPGAs

K Huang, M Gungor, S Handagala… - 2023 IEEE High …, 2023 - ieeexplore.ieee.org
Field Programmable Gate Arrays are increasingly used in cloud computing to increase the
run time performance of applications. For complex applications or applications that operate …

Vulnerability analysis of FPGA through side-channel attacks in cloud

S Harini, A Ravikumar - Inventive Communication and Computational …, 2021 - Springer
Field programming gate array is a semiconductor device used for programming tasks in
parallel with greater efficiency and performance that the general core processors present in …

Partitioning data across multiple, network connected FPGAs with high bandwidth memory to accelerate non-streaming applications

K Huang - 2022 - search.proquest.com
Abstract Field Programmable Gate Arrays (FPGAs) are increasingly used in cloud computing
to increase the run time performance of various applications. Flexibility, efficiency, and lower …

[PDF][PDF] Optimizing the Use of Different Memory Types on Modern FPGAs

M Gungor - 2024 - repository.library.northeastern.edu
With the end of Moore's Law [7], processors with many parallel processing elements are
increasingly used for computationally demanding applications. Accelerators such as Field …