Exp

The repository provides an implementation and evalution for the published paper: Jiasi Weng, Jian Weng, Gui Tang, Anjia Yang, Ming Li, and Jia-Nan Liu. "pvcnn: Privacy-preserving and verifiable convolutional neural network testing." IEEE Transactions on Information Forensics and Security 18 (2023): 2218-2233.

Requirements

• libsnark environment: can refer to libsnark to install
• SEAL
• basic cpp runtime environment

Run

• all executable file in bin
• In order to compiler
  1. cmake -B build
  2. cmake --build build
• or mkdir build && cd build && cmake .. && make

FHE based opensource project:

• https://github.com/barlettacarmen/CrCNN

Statement

• Project Name: pvCNN
• Authors: Gui Tang, Jiasi Weng
• Affiliation: College of Cyber Security, Jinan University