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ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse

2 May 2022

Jongmin Kim

Jung Ho Ahn

Papers citing "ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse"

31 / 31 papers shown

Title
EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform Yi Huang Xinsheng Gong Xiangyu Kong Dibei Chen Jianfeng Zhu ... Liangwei Li Mingyu Gao Shaojun Wei Aoyang Zhang Leibo Liu 45 0 0 22 Apr 2025
Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs A. Daftardar Jianqiao Mo Joey Ah-kiow Benedikt Bünz Ramesh Karri Siddharth Garg Brandon Reagen 42 0 0 08 Apr 2025
CAT: A GPU-Accelerated FHE Framework with Its Application to High-Precision Private Dataset Query Qirui Li Rui Zong FedML 79 0 0 28 Mar 2025
Flash: A Hybrid Private Inference Protocol for Deep CNNs with High Accuracy and Low Latency on CPU H. Roh Jinsu Yeo Yeongil Ko Gu-Yeon Wei David Brooks Woo-Seok Choi 171 2 0 20 Jan 2025
Leveraging ASIC AI Chips for Homomorphic Encryption Jianming Tong Tianhao Huang Leo de Castro Anirudh Itagi Jingtian Dang ... Asra Ali Jevin Jiang Arvind G. Edward Suh T. Krishna 106 0 0 13 Jan 2025
DataSeal: Ensuring the Verifiability of Private Computation on Encrypted Data M. Santriaji Jiaqi Xue Qian Lou Yan Solihin FedML 80 5 0 19 Oct 2024
Trinity: A General Purpose FHE Accelerator Xianglong Deng Shengyu Fan Zhicheng Hu Zhuoyu Tian Zihao Yang ... Dan Meng Rui Hou Meng Li Qian Lou Mingzhe Zhang 73 6 0 17 Oct 2024
Chameleon: An Efficient FHE Scheme Switching Acceleration on GPUs Zhiwei Wang Haoqi He Lutan Zhao Peinan Li Zhihao Li Dan Meng Rui Hou 52 1 0 08 Oct 2024
Osiris: A Systolic Approach to Accelerating Fully Homomorphic Encryption Austin Ebel Brandon Reagen 57 0 0 18 Aug 2024
SZKP: A Scalable Accelerator Architecture for Zero-Knowledge Proofs A. Daftardar Brandon Reagen Siddharth Garg 72 7 0 12 Aug 2024
Cheddar: A Swift Fully Homomorphic Encryption Library for CUDA GPUs Jongmin Kim Wonseok Choi Jung Ho Ahn FedML 64 7 0 17 Jul 2024
Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption Shengyu Fan Xianglong Deng Zhuoyu Tian Zhicheng Hu Liang Chang Rui Hou Dan Meng Mingzhe Zhang 50 1 0 15 Mar 2024
HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference Tianshi Xu Meng Li Runsheng Wang 74 1 0 29 Jan 2024
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption Minxuan Zhou Yujin Nam Pranav Gangwar Weihong Xu Arpan Dutta Kartikeyan Subramanyam Chris Wilkerson Rosario Cammarota Saransh Gupta Tajana Simunic 53 6 0 27 Nov 2023
CiFlow: Dataflow Analysis and Optimization of Key Switching for Homomorphic Encryption Negar Neda Austin Ebel Benedict Reynwar Brandon Reagen 59 3 0 02 Nov 2023
Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption J. Park Donghwan Kim Jongmin Kim Sangpyo Kim Wonkyung Jung Jung Hee Cheon Jung Ho Ahn FedML 59 8 0 25 Oct 2023
GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption Kaustubh Shivdikar Yuhui Bao R. Agrawal M. Shen Gilbert Jonatan ... Neal Livesay José L. Abellán John Kim Ajay Joshi David Kaeli 62 17 0 20 Sep 2023
Approximating ReLU on a Reduced Ring for Efficient MPC-based Private Inference Kiwan Maeng G. E. Suh 47 2 0 09 Sep 2023
CiFHER: A Chiplet-Based FHE Accelerator with a Resizable Structure Sangpyo Kim Jongmin Kim Jaeyoung Choi Jung Ho Ahn 54 3 0 09 Aug 2023
REED: Chiplet-Based Accelerator for Fully Homomorphic Encryption Aikata Aikata A. Mert Sunmin Kwon M. Deryabin S. Roy 149 2 0 05 Aug 2023
Privacy Preserving In-memory Computing Engine Haoran Geng Jianqiao Mo D. Reis Jonathan Takeshita Taeho Jung Brandon Reagen Michael Niemier Xiyang Hu 67 0 0 04 Aug 2023
Towards Fast and Scalable Private Inference Jianqiao Mo Karthik Garimella Negar Neda Austin Ebel Brandon Reagen 56 3 0 09 Jul 2023
Strix: An End-to-End Streaming Architecture with Two-Level Ciphertext Batching for Fully Homomorphic Encryption with Programmable Bootstrapping Adiwena Putra Prasetiyo Prasetiyo Yi Chen John Kim Joo-Young Kim 68 21 0 19 May 2023
Practical Solutions in Fully Homomorphic Encryption -- A Survey Analyzing Existing Acceleration Methods Yanwei Gong Xiaolin Chang J. Misic Vojislav B. Mišić Jianhua Wang Haoran Zhu 74 10 0 20 Mar 2023
HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks Donghwan Kim J. Park Jongmin Kim Sangpyo Kim Jung Ho Ahn 45 19 0 05 Feb 2023
TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU Shengyu Fan Zhiwei Wang Weizhi Xu Rui Hou Dan Meng Hao Fei FedML 49 50 0 29 Dec 2022
SoK: Fully Homomorphic Encryption Accelerators Junxue Zhang Xiaodian Cheng Liu Yang Jinbin Hu Ximeng Liu Kai Chen 66 25 0 04 Dec 2022
FPT: a Fixed-Point Accelerator for Torus Fully Homomorphic Encryption Michiel Van Beirendonck Jan-Pieter DÁnvers Furkan Turan Ingrid Verbauwhede 60 29 0 24 Nov 2022
Medha: Microcoded Hardware Accelerator for computing on Encrypted Data A. Mert Sunmin Aikata Sunmin Kwon Youngsam Shin Donghoon Yoo Yongwoo Yoo Sinha Roy 103 35 0 11 Oct 2022
FAB: An FPGA-based Accelerator for Bootstrappable Fully Homomorphic Encryption R. Agrawal Leo de Castro Guowei Yang Chiraag Juvekar Rabia Tugce Yazicigil A. Chandrakasan Vinod Vaikuntanathan A. Joshi FedML 53 75 0 25 Jul 2022
CoFHEE: A Co-processor for Fully Homomorphic Encryption Execution (Extended Version) M. Nabeel Homer Gamil Deepraj Soni M. Ashraf Mizan Abraha Gebremichael E. Chielle Ramesh Karri M. Sanduleanu Michail Maniatakos 62 21 0 19 Apr 2022