Alternatives and similar repositories for SPECNN

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

• K-miran / HEAR
  ☆32Updated 2 years ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆85Updated 2 years ago
• snu-ccl / approxCNN
  ☆14Updated 3 years ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆13Updated last year
• lorenzorovida / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆54Updated 3 months ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆40Updated 2 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…
  ☆23Updated 6 months ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 3 years ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆27Updated last year
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆39Updated 2 years 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
• qianlou / SHE
  ☆31Updated 4 years ago
• kimandrik / HEAANBOOT
  ☆18Updated 6 years ago
• qianlou / HEMET
  ☆12Updated 4 years ago
• barlettacarmen / CrCNN
  Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1
  ☆14Updated 5 years ago
• lightbulb128 / troy
  GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.
  ☆40Updated last year
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆19Updated last year
• CryptoLabInc / HETAL
  [ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
  ☆46Updated last year
• xingpz2008 / Iron
  Private Inference on Transformer
  ☆25Updated 2 years ago
• harveyp123 / LinGCN-Neurips23
  Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"
  ☆25Updated last year
• lorenzorovida / FHE-BERT-Tiny
  Source code for the paper "Transformer-based Language Models and Homomorphic Encryption: an intersection with BERT-tiny"
  ☆25Updated 3 months ago
• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆80Updated 11 months ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• BUAA-CI-LAB / Literatures-on-Homomorphic-Encryption
  A reading list for homomorphic encryption
  ☆124Updated 10 months ago
• openfheorg / openfhe-logreg-training-examples
  OpenFHE-Based Examples of Logistic Regression Training using Nesterov Accelerated Gradient Descent
  ☆28Updated last month
• corelab-src / dacapo
  Automatic Bootstrapping Management Compiler for FHE
  ☆16Updated 3 months ago
• corelab-src / elasm
  ☆35Updated 10 months ago
• PKU-SEC-Lab / mpcvit
  Code release for MPCViT accepted by ICCV 2023
  ☆16Updated 5 months ago
• KyoohyungHan / FullRNS-HEAAN
  This is code for homomorphic encryption scheme "a Full RNS variant of HEAAN"
  ☆52Updated 6 years ago
• EfficientFHE / SmartPAF
  ☆18Updated last year