Cover Image

Towards Zero Rotation and Beyond: Architecting Neural Networks for Fast Secure Inference with Homomorphic Encryption

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cai, Yifei, Feng, Yizhou, Zhang, Qiao, Xin, Chunsheng, Wu, Hongyi
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SecDTD: Dynamic Token Drop for Secure Transformers Inference
by: Cai, Yifei, et al.
Published: (2026)

DF-LoGiT: Data-Free Logic-Gated Backdoor Attacks in Vision Transformers
by: Shen, Xiaozuo, et al.
Published: (2026)

Secure Inference for Vertically Partitioned Data Using Multiparty Homomorphic Encryption
by: Chen, Shuangyi, et al.
Published: (2024)

Practical Secure Inference Algorithm for Fine-tuned Large Language Model Based on Fully Homomorphic Encryption
by: Ruoyan, Zhang, et al.
Published: (2025)

Secure Semantic Communication With Homomorphic Encryption
by: Meng, Rui, et al.
Published: (2025)

Securing Transfer-Learned Networks with Reverse Homomorphic Encryption
by: Allison, Robert, et al.
Published: (2025)

Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference
by: Xu, Xiangrui, et al.
Published: (2024)

Secure Multi-Key Homomorphic Encryption with Application to Privacy-Preserving Federated Learning
by: Wu, Jiahui, et al.
Published: (2025)

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

Towards Provably Secure Encrypted Control Using Homomorphic Encryption
by: Teranishi, Kaoru, et al.
Published: (2022)

Efficient Homomorphically Encrypted Convolutional Neural Network Without Rotation
by: Akherati, Sajjad, et al.
Published: (2024)

Privacy Enhanced QKD Networks: Zero Trust Relay Architecture based on Homomorphic Encryption
by: Brazaola-Vicario, Aitor, et al.
Published: (2025)

Secure Aggregation in Federated Learning using Multiparty Homomorphic Encryption
by: Hosseini, Erfan, et al.
Published: (2025)

Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption
by: Tong, Jianming, et al.
Published: (2024)

MOFHEI: Model Optimizing Framework for Fast and Efficient Homomorphically Encrypted Neural Network Inference
by: Ghazvinian, Parsa, et al.
Published: (2024)

HE-LRM: Efficient Private Embedding Lookups for Neural Inference Using Fully Homomorphic Encryption
by: Garimella, Karthik, et al.
Published: (2025)

Secure Change-Point Detection for Time Series under Homomorphic Encryption
by: Mazzone, Federico, et al.
Published: (2026)

Secure and Efficient General Matrix Multiplication On Cloud Using Homomorphic Encryption
by: Gao, Yang, et al.
Published: (2024)

FLSSM: A Federated Learning Storage Security Model with Homomorphic Encryption
by: Li, Yang, et al.
Published: (2025)

Fast Plaintext-Ciphertext Matrix Multiplication from Additively Homomorphic Encryption
by: Ramapragada, Krishna Sai Tarun, et al.
Published: (2025)

SoK: Can Fully Homomorphic Encryption Support General AI Computation? A Functional and Cost Analysis
by: Xue, Jiaqi, et al.
Published: (2025)

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

Securing Biometric Data: Fully Homomorphic Encryption in Multimodal Iris and Face Recognition
by: Singh, Surendra, et al.
Published: (2024)

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

Low-Complexity Integer Divider Architecture for Homomorphic Encryption
by: Akherati, Sajjad, et al.
Published: (2024)

FHEON: A Configurable Framework for Developing Privacy-Preserving Neural Networks Using Homomorphic Encryption
by: Njungle, Nges Brian, et al.
Published: (2025)

Towards Privacy-Preserving Federated Learning using Hybrid Homomorphic Encryption
by: Costa, Ivan, et al.
Published: (2026)

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)

Secure Distributed Learning for CAVs: Defending Against Gradient Leakage with Leveled Homomorphic Encryption
by: Najjar, Muhammad Ali, et al.
Published: (2025)

FAME: FPGA Acceleration of Secure Matrix Multiplication with Homomorphic Encryption
by: Xu, Zhihan, et al.
Published: (2025)

Practical and Private Hybrid ML Inference with Fully Homomorphic Encryption
by: Biswas, Sayan, et al.
Published: (2025)

Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption
by: Lai, Zhizheng, et al.
Published: (2024)

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

Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients
by: Yan, Guangfeng, et al.
Published: (2024)

Noise-Resilient Homomorphic Encryption: A Framework for Secure Data Processing in Health care Domain
by: Shuriya, B., et al.
Published: (2024)

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

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