Alternatives and similar repositories for PrivCirNet

Users that are interested in PrivCirNet are comparing it to the libraries listed below

• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆98Updated 3 years ago
• human-analysis / AutoFHE
  Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…
  ☆30Updated 11 months ago
• K-miran / HEAR
  ☆34Updated 3 years ago
• scale-snu / ckks-gpu-core
  ☆104Updated last year
• ranran0523 / SPECNN
  code repo for paper accepted in ICML 2023
  ☆12Updated 2 years ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆46Updated 2 years ago
• BUAA-CI-LAB / Literatures-on-Homomorphic-Encryption
  A reading list for homomorphic encryption
  ☆133Updated 3 months ago
• lorenzorovida / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆65Updated 8 months ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆32Updated last year
• encryptorion-lab / phantom-fhe
  PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library
  ☆137Updated 10 months ago
• snu-ccl / approxCNN
  ☆15Updated 3 years ago
• kimandrik / HEAANBOOT
  ☆20Updated 7 years ago
• lightbulb128 / troy
  GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.
  ☆41Updated last year
• DohyeongKi / better-homomorphic-sine-evaluation
  ☆12Updated 3 years ago
• Donghwan-Rho / Encryption-friendly_LLM_Architecture
  ☆21Updated 8 months ago
• AntCPLab / OpenBumbleBee
  The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
  ☆48Updated 9 months ago
• PKU-SEC-Lab / Awesome-PPML-Papers
  This repo summarizes papers for efficient PPML across protocol, model, and system levels.
  ☆50Updated last month
• toufique-morshed / CPU-GPU-TFHE
  A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.
  ☆21Updated 5 years ago
• EfficientPPML / SmartPAF
  ☆19Updated last year
• lightbulb128 / troy-nova
  GPU/CUDA implementation of Leveled BFV/CKKS/BGV scheme.
  ☆40Updated last month
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆102Updated 2 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• privateLLM001 / Private-LLM-Inference
  ☆15Updated 2 years ago
• KyoohyungHan / FullRNS-HEAAN
  This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"
  ☆59Updated 7 years ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆19Updated 5 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 4 years ago
• andeskyl / SHAFT
  A framework for secure, handy, accurate, and fast transformer inference
  ☆18Updated 2 months ago
• xingpz2008 / Iron
  Private Inference on Transformer
  ☆30Updated 2 years ago
• baahl-nyu / orion
  Extending PyTorch to Fully Homomorphic Encryption
  ☆83Updated 2 months ago
• barlettacarmen / CrCNN
  Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1
  ☆14Updated 6 years ago