Alternatives and similar repositories for approxCNN

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

• DohyeongKi / better-homomorphic-sine-evaluation
  ☆12Updated 3 years ago
• 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
• 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
• lorenzorovida / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆65Updated 8 months ago
• 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
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆16Updated 2 years ago
• EfficientPPML / SmartPAF
  ☆19Updated last year
• K-miran / HEAR
  ☆34Updated 3 years ago
• scale-snu / ckks-gpu-core
  ☆104Updated last year
• 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
• corelab-src / elasm
  ☆38Updated last year
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆31Updated 6 months ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆32Updated last year
• KyoohyungHan / FullRNS-HEAAN
  This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"
  ☆59Updated 7 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 4 years ago
• kimandrik / HEAANBOOT
  ☆20Updated 7 years ago
• BUAA-CI-LAB / Literatures-on-Homomorphic-Encryption
  A reading list for homomorphic encryption
  ☆133Updated 3 months ago
• KyoohyungHan / HELR
  Homomorphic Logistic Regression on Encrypted Data
  ☆50Updated 6 years ago
• harveyp123 / AutoReP
  Automatic ReLU Reduction
  ☆15Updated last year
• scale-snu / cheddar-fhe
  Cheddar: A Swift Fully Homomorphic Encryption (FHE) GPU Library
  ☆38Updated 3 months ago
• chiraag / gazelle_mpc
  ☆67Updated 7 years ago
• SU-CISEC / gpu-ntt
  Number Theoretic Transform Implementation on GPU for FHE Applications
  ☆43Updated 4 years ago
• K-miran / HEMat
  Homomorphic matrix computation
  ☆43Updated 6 years ago
• barlettacarmen / CrCNN
  Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1
  ☆14Updated 6 years ago
• encryptorion-lab / phantom-fhe
  PhantomFHE: A CUDA-Accelerated Homomorphic Encryption Library
  ☆137Updated 10 months ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆40Updated 3 years ago
• Tianshi-Xu / PrivCirNet
  [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"
  ☆13Updated 5 months ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• IBM / optimized-number-theoretic-transform-implementations
  Optimized implementations of the Number Theoretic Transform (NTT) algorithm for the ring R/(X^N + 1) where N=2^m.
  ☆24Updated 3 years ago