Publications
2025
Accelerating FHE to Enable Privacy-Preserving Deep Learning
K. Rohloff, D. Cousins, Y. Polyakov, A. Al Badawi, M. French, et al
Government Microcircuit Applications and Critical Technology Conference (GOMACTech), 2025
2024
TREBUCHET Fully Homomorphic Encryption Accelerator: Phase Two Performance Estimation Results
D. Cousins, M. French, et al
Government Microcircuit Applications and Critical Technology Conference (GOMACTech), 2024
TREBUCHET Fully Homomorphic Encryption Accelerator: Lessons Learned at Tape-out…So Far
M. French, A. Jacob, B. Reynwar, K. Canida, C. Mathew, D. Cousins, A. Al Badawi, A. Ebel, N. Neda, D. Soni, B. Reagen, Z. Cheng, M. Pedram
Government Microcircuit Applications and Critical Technology Conference (GOMACTech), 2024
2023
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation (arxiv.org)
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, et al
arXiv preprint arXiv:2304.05237, 2023
RPU: The Ring Processing Unit
D. Soni, N. Neda, N. Zhang, B. Reynwar, et al
IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2023
2022
Towards Full-Stack Acceleration for Fully Homomorphic Encryption
N. Zhang and H. Gamil and P. Brinich and B. Reynwar and A. Badawi and N. Neda and D. Soni and K. Canida and Y. Polyakov and P. Broderick and M. Maniatakos and Andrew G. Schmidt and Matthew French and J. Johnson and B. Reagen and D. Bruce Cousins and F. Franchetti
IEEE High Performance Extreme Computing Conference (HPEC), 2022