BTS: An Accelerator for Bootstrappable Fully Homomorphic Encryption

31 December 2021

Jongmin Kim

Jung Ho Ahn

Papers citing "BTS: An Accelerator for Bootstrappable Fully Homomorphic Encryption"

44 / 44 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 28 0 0 22 Apr 2025
CAT: A GPU-Accelerated FHE Framework with Its Application to High-Precision Private Dataset Query Qirui Li Rui Zong FedML 43 0 0 28 Mar 2025
CIPHERMATCH: Accelerating Homomorphic Encryption-Based String Matching via Memory-Efficient Data Packing and In-Flash Processing Mayank Kabra Rakesh Nadig Harshita Gupta Rahul Bera Manos Frouzakis Vamanan Arulchelvan Yu Liang Haiyu Mao Mohammad Sadrosadati O. Mutlu 67 0 0 12 Mar 2025
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 24 4 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 19 0 0 08 Oct 2024
Enabling Practical and Privacy-Preserving Image Processing Chao Wang Shubing Yang Xiaoyan Sun Jun Dai Dongfang Zhao PICV 34 1 0 05 Sep 2024
SZKP: A Scalable Accelerator Architecture for Zero-Knowledge Proofs A. Daftardar Brandon Reagen Siddharth Garg 23 6 0 12 Aug 2024
Cheddar: A Swift Fully Homomorphic Encryption Library for CUDA GPUs Jongmin Kim Wonseok Choi Jung Ho Ahn FedML 38 6 0 17 Jul 2024
NTTSuite: Number Theoretic Transform Benchmarks for Accelerating Encrypted Computation Juran Ding Yuanzhe Liu Lingbin Sun Brandon Reagen 39 0 0 18 May 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng Zhe Wang Chunyun Chen Qing Xu Kaixin Xu ... Zhenghua Chen M. Aly Jie Lin Min-man Wu Xiaoli Li 33 1 0 09 May 2024
Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption Jianming Tong Jing Dang Anupam Golder Callie Hao A. Raychowdhury Tushar Krishna 21 4 0 04 Apr 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 26 0 0 15 Mar 2024
On Lattices, Learning with Errors, Random Linear Codes, and Cryptography O. Regev LRM 79 1,073 0 08 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 8 5 0 27 Nov 2023
CiFlow: Dataflow Analysis and Optimization of Key Switching for Homomorphic Encryption Negar Neda Austin Ebel Benedict Reynwar Brandon Reagen 22 2 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 27 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 27 15 0 20 Sep 2023
Evaluating Homomorphic Operations on a Real-World Processing-In-Memory System Harshita Gupta Mayank Kabra Juan Gómez Luna Konstantinos Kanellopoulos Onur Mutlu 32 16 0 12 Sep 2023
Approximating ReLU on a Reduced Ring for Efficient MPC-based Private Inference Kiwan Maeng G. E. Suh 30 2 0 09 Sep 2023
CiFHER: A Chiplet-Based FHE Accelerator with a Resizable Structure Sangpyo Kim Jongmin Kim Jaeyoung Choi Jung Ho Ahn 16 3 0 09 Aug 2023
REED: Chiplet-Based Accelerator for Fully Homomorphic Encryption Aikata Aikata A. Mert Sunmin Kwon M. Deryabin S. Roy 100 2 0 05 Aug 2023
Privacy Preserving In-memory Computing Engine Haoran Geng Jianqiao Mo D. Reis Jonathan Takeshita Taeho Jung Brandon Reagen M. Niemier Xiyang Hu 42 0 0 04 Aug 2023
Accelerating Polynomial Modular Multiplication with Crossbar-Based Compute-in-Memory Mengyuan Li Haoran Geng M. Niemier Xiyang Hu 13 3 0 27 Jul 2023
Towards Fast and Scalable Private Inference Jianqiao Mo Karthik Garimella Negar Neda Austin Ebel Brandon Reagen 38 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 18 17 0 19 May 2023
RPU: The Ring Processing Unit Deepraj Soni Negar Neda Naifeng Zhang Benedict Reynwar Homer Gamil ... David Cousins F. Franchetti M. French A. Schmidt Brandon Reagen 29 11 0 30 Mar 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 41 8 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 27 17 0 05 Feb 2023
GPU-based Private Information Retrieval for On-Device Machine Learning Inference Maximilian Lam Jeff Johnson Wenjie Xiong Kiwan Maeng Udit Gupta ... Hsien-Hsin S. Lee Vijay Janapa Reddi Gu-Yeon Wei David Brooks Edward Suh 29 9 0 26 Jan 2023
TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU Shengyu Fan Zhiwei Wang Weizhi Xu Rui Hou Dan Meng M. Zhang FedML 17 44 0 29 Dec 2022
SoK: Fully Homomorphic Encryption Accelerators Junxue Zhang Xiaodian Cheng Liu Yang Jinbin Hu Ximeng Liu Kai Chen 26 22 0 04 Dec 2022
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption Mengxin Zheng Qian Lou Fan Chen Lei Jiang Yongxin Zhu 21 2 0 24 Nov 2022
FPT: a Fixed-Point Accelerator for Torus Fully Homomorphic Encryption Michiel Van Beirendonck Jan-Pieter DÁnvers Furkan Turan Ingrid Verbauwhede 28 24 0 24 Nov 2022
HAAC: A Hardware-Software Co-Design to Accelerate Garbled Circuits Jianqiao Mo Jayanth Gopinath Brandon Reagen 21 22 0 23 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 29 34 0 11 Oct 2022
MPC-Pipe: an Efficient Pipeline Scheme for Secure Multi-party Machine Learning Inference Yongqin Wang Rachit Rajat Murali Annavaram 16 2 0 27 Sep 2022
FAB: An FPGA-based Accelerator for Bootstrappable Fully Homomorphic Encryption R. Agrawal Leo de Castro Guowei Yang C. Juvekar R. Yazicigil A. Chandrakasan Vinod Vaikuntanathan A. Joshi FedML 11 70 0 25 Jul 2022
Revealing Secrets From Pre-trained Models Mujahid Al Rafi Yuan Feng Hyeran Jeon 15 0 0 19 Jul 2022
Characterizing and Optimizing End-to-End Systems for Private Inference Karthik Garimella Zahra Ghodsi N. Jha S. Garg Brandon Reagen 41 25 0 14 Jul 2022
BASALISC: Programmable Hardware Accelerator for BGV Fully Homomorphic Encryption Robin Geelen Michiel Van Beirendonck H. V. L. Pereira Huffman Tynan McAuley ... D. Wagner Georgios Ingrid Verbauwhede F. Vercauteren David W. Archer 19 21 0 27 May 2022
ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse Jongmin Kim Gwangho Lee Sangpyo Kim G. Sohn John Kim Minsoo Rhu Jung Ho Ahn 20 92 0 02 May 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 20 19 0 19 Apr 2022
F1: A Fast and Programmable Accelerator for Fully Homomorphic Encryption (Extended Version) Axel S. Feldmann Nikola Samardzic A. Krastev S. Devadas R. Dreslinski Karim M. El Defrawy Nicholas Genise Chris Peikert Daniel Sánchez 35 251 0 11 Sep 2021
Sapphire: A Configurable Crypto-Processor for Post-Quantum Lattice-based Protocols Utsav Banerjee T. Ukyab A. Chandrakasan 42 193 0 16 Oct 2019