Matrix Multiplication Methods

FAME: FPGA Acceleration of Secure Matrix Multiplication with Homomorphic Encryption

Authors: Zhihan Xu, Rajgopal Kannan, Viktor K. Prasanna | Published: 2025-12-17
FPGA Security
Privacy-Preserving Machine Learning
Matrix Multiplication Methods

PackVFL: Efficient HE Packing for Vertical Federated Learning

Authors: Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang | Published: 2024-05-01
Characteristics of VFL
Matrix Multiplication Methods
Computational Efficiency

Scalable privacy-preserving cancer type prediction with homomorphic encryption

Authors: Esha Sarkar, Eduardo Chielle, Gamze Gursoy, Leo Chen, Mark Gerstein, Michail Maniatakos | Published: 2022-04-12
Privacy Protection
Matrix Multiplication Methods
evaluation metrics