Alternatives and similar repositories for SPECNN

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

• K-miran / HEAR
  ☆34Updated 3 years ago
• snu-ccl / approxCNN
  ☆16Updated 3 years ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆101Updated 3 years ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆33Updated 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…
  ☆32Updated 2 months ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆50Updated 3 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
• lorenzorovida / LowMemoryFHEResNet20
  Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"
  ☆72Updated 10 months ago
• DohyeongKi / better-homomorphic-sine-evaluation
  ☆12Updated 3 years ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆16Updated 2 years ago
• CryptoLabInc / HETAL
  [ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
  ☆47Updated last year
• Tianshi-Xu / PrivCirNet
  [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"
  ☆14Updated 8 months ago
• harveyp123 / AutoReP
  Automatic ReLU Reduction
  ☆15Updated 2 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆49Updated 4 years ago
• qianlou / SHE
  ☆32Updated 5 years ago
• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆83Updated last year
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆41Updated 3 years ago
• scale-snu / ckks-gpu-core
  ☆110Updated last year
• corelab-src / elasm
  ☆41Updated last year
• EfficientPPML / SmartPAF
  ☆22Updated last year
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 4 years ago
• harveyp123 / LinGCN-Neurips23
  Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"
  ☆24Updated 2 years ago
• eth-sri / phoenix
  Private and Reliable Neural Network Inference (CCS '22)
  ☆22Updated 2 years ago
• crypto-starlab / THOR
  ☆20Updated 4 months ago
• PKU-SEC-Lab / Awesome-PPML-Papers
  This repo summarizes papers for efficient PPML across protocol, model, and system levels.
  ☆64Updated last week
• BUAA-CI-LAB / Literatures-on-Homomorphic-Encryption
  A reading list for homomorphic encryption
  ☆134Updated 2 months ago
• Clive2312 / EzPC
  ☆10Updated last year
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆104Updated 2 years ago
• kimandrik / HEAANBOOT
  ☆21Updated 7 years ago
• barlettacarmen / CrCNN
  Crypto-Convolutional Neural Network library written on top of SEAL 2.3.1
  ☆14Updated 6 years ago