F1: A Fast and Programmable Accelerator for Fully Homomorphic Encryption (Extended Version)

11 September 2021

Papers citing "F1: A Fast and Programmable Accelerator for Fully Homomorphic Encryption (Extended Version)"

50 / 66 papers shown

Title
GDNTT: an Area-Efficient Parallel NTT Accelerator Using Glitch-Driven Near-Memory Computing and Reconfigurable 10T SRAM Hengyu Ding Houran Ji Jia Li Jinhang Chen Chin-Wing Sham Yao Wang 24 0 0 13 May 2025
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
Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs A. Daftardar Jianqiao Mo Joey Ah-kiow Benedikt Bünz Ramesh Karri Siddharth Garg Brandon Reagen 28 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 45 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 72 0 0 12 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 87 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 41 0 0 13 Jan 2025
Evaluating the Potential of In-Memory Processing to Accelerate Homomorphic Encryption Mpoki Mwaisela Joel Hari Peterson Yuhala James Ménétrey Pascal Felber V. Schiavoni 72 1 0 12 Dec 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 29 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 21 0 0 08 Oct 2024
HF-NTT: Hazard-Free Dataflow Accelerator for Number Theoretic Transform Xiangchen Meng Zijun Jiang Yangdi Lyu 18 0 0 07 Oct 2024
PhD Forum: Efficient Privacy-Preserving Processing via Memory-Centric Computing Mpoki Mwaisela 14 0 0 25 Sep 2024
CryptoTrain: Fast Secure Training on Encrypted Dataset Jiaqi Xue Yancheng Zhang YanShan Wang Xueqiang Wang Hao Zheng Qian Lou 24 3 0 25 Sep 2024
Osiris: A Systolic Approach to Accelerating Fully Homomorphic Encryption Austin Ebel Brandon Reagen 20 0 0 18 Aug 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 41 6 0 17 Jul 2024
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing Husheng Han Xinyao Zheng Yuanbo Wen Yifan Hao Erhu Feng ... Pengwei Jin Xinkai Song Zidong Du Qi Guo Xing Hu 41 0 0 12 Jul 2024
VeriSplit: Secure and Practical Offloading of Machine Learning Inferences across IoT Devices Han Zhang Zifan Wang Mihir Dhamankar Matt Fredrikson Yuvraj Agarwal 43 2 0 02 Jun 2024
NTTSuite: Number Theoretic Transform Benchmarks for Accelerating Encrypted Computation Juran Ding Yuanzhe Liu Lingbin Sun Brandon Reagen 41 0 0 18 May 2024
PackVFL: Efficient HE Packing for Vertical Federated Learning Liu Yang Shuowei Cai Di Chai Junxue Zhang Han Tian Yilun Jin Kun Guo Kai Chen Qiang Yang FedML 27 1 0 01 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
Privacy-Preserving Diffusion Model Using Homomorphic Encryption Yaojian Chen Qiben Yan 39 4 0 09 Mar 2024
HOACS: Homomorphic Obfuscation Assisted Concealing of Secrets to Thwart Trojan Attacks in COTS Processor Tanvir Hossain Matthew Showers Mahmudul Hasan Tamzidul Hoque 14 0 0 15 Feb 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 13 5 0 27 Nov 2023
CiFlow: Dataflow Analysis and Optimization of Key Switching for Homomorphic Encryption Negar Neda Austin Ebel Benedict Reynwar Brandon Reagen 25 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 30 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 37 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
Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service Jaewoo Park Cheng-Guang Quan H.-J. Moon Jongeun Lee 19 1 0 17 Aug 2023
CiFHER: A Chiplet-Based FHE Accelerator with a Resizable Structure Sangpyo Kim Jongmin Kim Jaeyoung Choi Jung Ho Ahn 18 3 0 09 Aug 2023
REED: Chiplet-Based Accelerator for Fully Homomorphic Encryption Aikata Aikata A. Mert Sunmin Kwon M. Deryabin S. Roy 105 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
SWAT: A System-Wide Approach to Tunable Leakage Mitigation in Encrypted Data Stores Leqian Zheng Lei Xu Cong Wang Sheng Wang Yuke Hu Zhan Qin Feifei Li Kui Ren 23 2 0 29 Jun 2023
Silca: Singular Caching of Homomorphic Encryption for Outsourced Databases in Cloud Computing Dongfang Zhao 19 2 0 26 Jun 2023
High-Performance Caching of Homomorphic Encryption for Cloud Databases Dongfang Zhao 17 2 0 07 Jun 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 24 17 0 19 May 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 36 10 0 20 Apr 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 43 8 0 20 Mar 2023
Considerations on the Theory of Training Models with Differential Privacy Marten van Dijk Phuong Ha Nguyen FedML 8 2 0 08 Mar 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 32 9 0 26 Jan 2023
Verifiable Fully Homomorphic Encryption Alexander Viand Christian Knabenhans Anwar Hithnawi 29 38 0 17 Jan 2023
TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU Shengyu Fan Zhiwei Wang Weizhi Xu Rui Hou Dan Meng M. Zhang FedML 22 44 0 29 Dec 2022
SoK: Fully Homomorphic Encryption Accelerators Junxue Zhang Xiaodian Cheng Liu Yang Jinbin Hu Ximeng Liu Kai Chen 31 22 0 04 Dec 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 23 22 0 23 Nov 2022
On the Robustness of Dataset Inference S. Szyller Rui Zhang Jian Liu Nadarajah Asokan AAML 20 6 0 24 Oct 2022