Cover Image

UniHENN: Designing Faster and More Versatile Homomorphic Encryption-based CNNs without im2col

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Choi, Hyunmin, Kim, Jihun, Kim, Seungho, Park, Seonhye, Park, Jeongyong, Choi, Wonbin, Kim, Hyoungshick
Format:	Preprint
Published:	2024
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication
by: Choi, Hyunmin, et al.
Published: (2023)

Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification
by: Choi, Hyunmin, et al.
Published: (2024)

PP-STAT: An Efficient Privacy-Preserving Statistical Analysis Framework using Homomorphic Encryption
by: Choi, Hyunmin
Published: (2025)

Cheddar: A Swift Fully Homomorphic Encryption Library Designed for GPU Architectures
by: Choi, Wonseok, et al.
Published: (2024)

Supporting Students in Navigating LLM-Generated Insecure Code
by: Park, Jaehwan, et al.
Published: (2025)

DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks
by: Park, Seonhye, et al.
Published: (2022)

HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks
by: Kim, Donghwan, et al.
Published: (2023)

Versatile and Fast Location-Based Private Information Retrieval with Fully Homomorphic Encryption over the Torus
by: Yoo, Joon Soo, et al.
Published: (2025)

CGF-Softmax: A Cumulant-Based Softmax Reformulation for Efficient Inference under Homomorphic Encryption
by: Park, Hanjun, et al.
Published: (2026)

Confidential FRIT via Homomorphic Encryption
by: Hoshino, Haruki, et al.
Published: (2025)

IVE: An Accelerator for Single-Server Private Information Retrieval Using Versatile Processing Elements
by: Kim, Sangpyo, et al.
Published: (2025)

When the Abyss Looks Back: Unveiling Evolving Dark Patterns in Cookie Consent Banners
by: Singh, Nivedita, et al.
Published: (2026)

HEIR: A Universal Compiler for Homomorphic Encryption
by: Ali, Asra, et al.
Published: (2025)

Fast and Accurate Homomorphic Softmax Evaluation
by: Cho, Wonhee, et al.
Published: (2024)

A Systematic Evaluation of Parameter-Efficient Fine-Tuning Methods for the Security of Code LLMs
by: Lee, Kiho, et al.
Published: (2025)

Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption
by: Lee, Junghyun, et al.
Published: (2023)

I Experienced More than 10 DeFi Scams: On DeFi Users' Perception of Security Breaches and Countermeasures
by: Liu, Mingyi, et al.
Published: (2024)

HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
by: Lee, Seewoo, et al.
Published: (2024)

PPMI: Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases
by: Bae, Yubeen, et al.
Published: (2025)

Homomorphic Encryption: An Analysis of its Applications in Searchable Encryption
by: Amorim, Ivone, et al.
Published: (2023)

Energy Consumption of TLS, Searchable Encryption and Fully Homomorphic Encryption
by: Damie, Marc, et al.
Published: (2025)

Side Channel Analysis in Homomorphic Encryption
by: Ghaleb, Baraq, et al.
Published: (2025)

Similarity Calculation Based on Homomorphic Encryption
by: Chen, Abel C. H.
Published: (2023)

Cryptanalysis on Lightweight Verifiable Homomorphic Encryption
by: Cheon, Jung Hee, et al.
Published: (2025)

Exact Homomorphic Encryption
by: Su, Zheng-Yao, et al.
Published: (2024)

Encryption-Friendly LLM Architecture
by: Rho, Donghwan, et al.
Published: (2024)

Comprehensive Evaluation of Cloaking Backdoor Attacks on Object Detector in Real-World
by: Ma, Hua, et al.
Published: (2025)

FHECore: Rethinking GPU Microarchitecture for Fully Homomorphic Encryption
by: Daksha, Lohit, et al.
Published: (2026)

Multi-Input Ciphertext Multiplication for Homomorphic Encryption
by: Akherati, Sajjad, et al.
Published: (2026)

Homomorphic Encryption Based on Post-Quantum Cryptography
by: Chen, Abel C. H.
Published: (2024)

Encrypted Federated Search Using Homomorphic Encryption
by: Rathod, Om, et al.
Published: (2025)

Bootstrapping as a Morphism: An Arithmetic Geometry Approach to Asymptotically Faster Homomorphic Encryption
by: Zhao, Dongfang
Published: (2025)

Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models
by: Ji, Fujiao, et al.
Published: (2024)

GME: GPU-based Microarchitectural Extensions to Accelerate Homomorphic Encryption
by: Shivdikar, Kaustubh, et al.
Published: (2023)

Hyena: Optimizing Homomorphically Encrypted Convolution for Private CNN Inference
by: Roh, Hyeri, et al.
Published: (2023)

Efficient Arithmetic-and-Comparison Homomorphic Encryption with Space Switching
by: Wahyudi, Erwin Eko, et al.
Published: (2026)

Reliable Non-Leveled Homomorphic Encryption for Web Services
by: Chen, Baigang, et al.
Published: (2025)

On the Feasibility of Hybrid Homomorphic Encryption for Intelligent Transportation Systems
by: Yates, Kyle, et al.
Published: (2026)

Improving Efficiency in Federated Learning with Optimized Homomorphic Encryption
by: Yang, Feiran
Published: (2025)

Homomorphic Encryption Based on Lattice Post-Quantum Cryptography
by: Chen, Abel C. H.
Published: (2024)