v1v2 (latest)

HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks

IEEE Access (IEEE Access), 2023

5 February 2023

Donghwan Kim

J. Park

Jongmin Kim

Sangpyo Kim

Jung Ho Ahn

ArXiv (abs)PDF HTML Github

Papers citing "HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks"

12 / 12 papers shown

Peregrine: One-Shot Fine-Tuning for FHE Inference of General Deep CNNs

253

24 Nov 2025

CryptoFace: End-to-End Encrypted Face RecognitionComputer Vision and Pattern Recognition (CVPR), 2025

Wei Ao

Vishnu Boddeti

PICV FedML

330

30 Aug 2025

Cheddar: A Swift Fully Homomorphic Encryption Library Designed for GPU Architectures

405

17 Jul 2024

Secure Outsourced Decryption for FHE-based Privacy-preserving Cloud Computing

301

28 Jun 2024

HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference

Tianshi Xu

Meng Li

Runsheng Wang

344

29 Jan 2024

CiFlow: Dataflow Analysis and Optimization of Key Switching for Homomorphic EncryptionIEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2023

525

02 Nov 2023

Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption

Jongmin Kim

Jung Ho Ahn

252

25 Oct 2023

Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption

353

16 Oct 2023

GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic EncryptionMicro (MICRO), 2023

...

196

20 Sep 2023

Approximating ReLU on a Reduced Ring for Efficient MPC-based Private Inference

Kiwan Maeng

G. E. Suh

264

09 Sep 2023

Falcon: Accelerating Homomorphically Encrypted Convolutions for Efficient Private Mobile Network Inference

212

25 Aug 2023

Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption

367

26 Apr 2023