Alternatives and similar repositories for approxCNN:

Users that are interested in approxCNN 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
  ☆80Updated 2 years ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆12Updated last year
• narger-ef / FHE-BERT-Tiny
  Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"
  ☆20Updated last week
• corelab-src / elasm
  ☆34Updated 7 months ago
• narger-ef / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆46Updated 3 weeks ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆37Updated 2 years ago
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆24Updated last year
• ranran0523 / SPECNN
  code repo for paper accepted in ICML 2023
  ☆13Updated last year
• toufique-morshed / CPU-GPU-TFHE
  A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.
  ☆20Updated 4 years ago
• K-miran / HEAR
  ☆32Updated 2 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 3 years ago
• lightbulb128 / troy
  GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.
  ☆36Updated 9 months ago
• pmuens / tfhe-py
  Python implementation of the Fully Homomorphic Encryption Scheme TFHE
  ☆14Updated last year
• kimandrik / HEAANBOOT
  ☆16Updated 6 years ago
• EfficientFHE / SmartPAF
  ☆17Updated 10 months ago
• KyoohyungHan / FullRNS-HEAAN
  This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"
  ☆51Updated 6 years ago
• DPPH / chimera-iDash2018
  Team CEA-EPFL-Inpher: code for the iDash 2018 competition
  ☆22Updated 6 years ago
• corelab-src / dacapo
  Automatic Bootstrapping Management Compiler for FHE
  ☆15Updated 3 months ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆38Updated 2 years ago
• AntCPLab / OpenBumbleBee
  ☆32Updated last month
• K-miran / HEMat
  Homomorphic matrix computation
  ☆42Updated 5 years ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆25Updated 9 months ago
• barlettacarmen / CrCNN
  Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1
  ☆13Updated 5 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…
  ☆18Updated 3 months ago
• chiraag / gazelle_mpc
  ☆67Updated 6 years ago
• zhouzhangwalker / HE3DB
  ☆32Updated last year
• ace-compiler / ace-compiler
  Fully Homomorphic Encryption Compiler
  ☆14Updated last month
• BUAA-CI-LAB / Literatures-on-Homomorphic-Encryption
  A reading list for homomorphic encryption
  ☆119Updated 7 months ago
• SU-CISEC / gpu-ntt
  Number Theoretic Transform Implementation on GPU for FHE Applications
  ☆39Updated 4 years ago
• encryptorion-lab / phantom-fhe
  PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library
  ☆102Updated 2 months ago