Efficient Softmax Reformulation for Homomorphic Encryption via Moment Generating Function
Authors: Hanjun Park, Byeong-Seo Min, Jiheon Woo, Min-Wook Jeong, Jongho Shin, Yongwoo Lee, Young-Sik Kim, Yongjune Kim | Published: 2026-02-02
暗号化技術
Towards Zero Rotation and Beyond: Architecting Neural Networks for Fast Secure Inference with Homomorphic Encryption
Authors: Yifei Cai, Yizhou Feng, Qiao Zhang, Chunsheng Xin, Hongyi Wu | Published: 2026-01-29
Design and Optimization of Cloud Native Homomorphic Encryption Workflows for Privacy-Preserving ML Inference
Authors: Tejaswini Bollikonda | Published: 2025-10-28
HHEML: Hybrid Homomorphic Encryption for Privacy-Preserving Machine Learning on Edge
Authors: Yu Hin Chan, Hao Yang, Shiyu Shen, Xingyu Fan, Shengzhe Lyu, Patrick S. Y. Hung, Ray C. C. Cheung | Published: 2025-10-23
Exploiting the Potential of Linearity in Automatic Differentiation and Computational Cryptography
Authors: Giulia Giusti | Published: 2025-10-20
CryptOracle: A Modular Framework to Characterize Fully Homomorphic Encryption
Authors: Cory Brynds, Parker McLeod, Lauren Caccamise, Asmita Pal, Dewan Saiham, Sazadur Rahman, Joshua San Miguel, Di Wu | Published: 2025-10-03 | Updated: 2025-10-13
Understanding the Error Sensitivity of Privacy-Aware Computing
Authors: Matías Mazzanti, Esteban Mocskos, Augusto Vega, Pradip Bose | Published: 2025-06-09
Secure Distributed Learning for CAVs: Defending Against Gradient Leakage with Leveled Homomorphic Encryption
Authors: Muhammad Ali Najjar, Ren-Yi Huang, Dumindu Samaraweera, Prashant Shekhar | Published: 2025-06-09
Private Transformer Inference in MLaaS: A Survey
Authors: Yang Li, Xinyu Zhou, Yitong Wang, Liangxin Qian, Jun Zhao | Published: 2025-05-15
Encryption and Real Time Decryption for protecting Machine Learning models in Android Applications
Authors: Aryan Verma | Published: 2021-09-06