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Flagger: Cooperative acceleration for large-scale cross-silo federated learning aggregation
Cross-silo federated learning (FL) leverages homomorphic encryption (HE) to obscure the
model updates from the clients. However, HE poses the challenges of complex …
model updates from the clients. However, HE poses the challenges of complex …
16.1 A 2.7-to-13.3 μJ/boot/slot Flexible RNS-CKKS Processor in 28nm CMOS Technology for FHE-Based Privacy-Preserving Computing
H Lee, H Kwon, Y Lee - 2024 IEEE International Solid-State …, 2024 - ieeexplore.ieee.org
Fully homomorphic encryption (FHE) has been gaining significant attention as a privacy-
preserving solution for emerging server systems with critical information, which allows the …
preserving solution for emerging server systems with critical information, which allows the …
Energy-Efficient Flexible RNS-CKKS Processor for FHE-Based Privacy-Preserving Computing
H Kwon, H Lee, G Jung, Y Lee - IEEE Journal of Solid-State …, 2024 - ieeexplore.ieee.org
This article proposes a total hardware solution for the RNS-CKKS algorithm supporting
flexible parameter sets with 2.7-to-13.3-J/boot/slot energy consumption. Targeting fully …
flexible parameter sets with 2.7-to-13.3-J/boot/slot energy consumption. Targeting fully …
A 3.25 GHz Large-Integer Extended GCD Accelerator in 12 nm
Large-integer extended GCD (XGCD) is a critical operation in cryptography applications
such as new blockchains and modular inversion. We present the first ASIC for XGCD, which …
such as new blockchains and modular inversion. We present the first ASIC for XGCD, which …
A 243 KOPS/W Crypto-Processor Supporting Homomorphic Encryption and Post-Quantum Cryptography for IoT Devices
BJ Kim, HG Mun, KJ Lee, JM Woo… - 2024 IEEE European …, 2024 - ieeexplore.ieee.org
This work presents a power-efficient latticebased crypto-processor for IoT edge devices
supporting both homomorphic encryption (HE) and post-quantum cryptography (PQC) …
supporting both homomorphic encryption (HE) and post-quantum cryptography (PQC) …
An eDRAM-Based In-Situ-Computing Processor for Homomorphic Encryption Evaluation on the Edge
L Lei, Y Zhu, X Zou, Y He, Z Zhang… - 2024 IEEE European …, 2024 - ieeexplore.ieee.org
This work presents an in-situ-computing accelerator for homomorphic encryption (HE)
evaluation on the edge, with eight eDRAM-based in-situ HE processing cores integrated …
evaluation on the edge, with eight eDRAM-based in-situ HE processing cores integrated …