Fast Homomorphic Evaluation of Deep Discretized Neural Networks
☆45Nov 21, 2017Updated 8 years ago
Alternatives and similar repositories for dinn
Users that are interested in dinn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆32Jan 20, 2021Updated 5 years ago
- Tricks for Accelerating (encrypted) Prediction As a Service☆19May 28, 2019Updated 7 years ago
- Private Decision Tree Evaluation protocols☆12Jun 9, 2020Updated 6 years ago
- ☆13Jun 11, 2021Updated 5 years ago
- Implementation of a Neural Network that predicts encrypted handwritten digits from the MNIST dataset. Encryption and Network Implemented …☆12Mar 10, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- Faster Homomorphic Discrete Fourier Transforms and Improved FHE Bootstrapping☆13Apr 4, 2019Updated 7 years ago
- CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allo…☆313Jul 16, 2024Updated 2 years ago
- Multi-Key Homomophic Encryption from TFHE☆66May 20, 2021Updated 5 years ago
- Some algorithms for computation on encrypted data based on Microsoft SEAL☆27Jul 16, 2020Updated 6 years ago
- ☆29Dec 11, 2018Updated 7 years ago
- an implementation of CryptoNets☆11Aug 22, 2018Updated 8 years ago
- Membrane Potential Batch Normalization for Spiking Neural Networks☆21Aug 18, 2023Updated 3 years ago
- Key recovery attacks against the CKKS homomorphic approximate encryption scheme☆17Mar 2, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Nov 8, 2021Updated 4 years ago
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19May 14, 2019Updated 7 years ago
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆33Apr 16, 2019Updated 7 years ago
- ☆23Oct 1, 2018Updated 8 years ago
- A Framework for Encrypted Machine Learning in TensorFlow☆1,242Sep 25, 2024Updated 2 years ago
- CryptoNets using Python and ctypes. This repository is part of the final project of Neural Networks at Sapienza University of Rome.☆25Oct 9, 2019Updated 7 years ago
- ☆68Sep 16, 2018Updated 8 years ago
- Secure Logistic Regression based on Homomorphic Encryption☆42Aug 2, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆175Jan 3, 2023Updated 3 years ago
- C++ OT extension implementation☆128Nov 13, 2020Updated 5 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆105Jul 27, 2022Updated 4 years ago
- ☆50Nov 27, 2024Updated last year
- An implementation of BGV-FHE scheme☆28Apr 26, 2018Updated 8 years ago
- Pure C++ Ver. of TFHE.☆112Updated this week
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆83Mar 24, 2023Updated 3 years ago
- A cross compiler and standardized benchmarks for fully homomorphic encryption☆40Dec 29, 2023Updated 2 years ago
- ☆17Feb 3, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of the new multilinear maps over the integers☆10Feb 12, 2019Updated 7 years ago
- A Language and Compiler for Homomorphic Encryption Made easY☆68Jun 1, 2020Updated 6 years ago
- ☆34Jul 12, 2022Updated 4 years ago
- A compiled list of resources and materials for PPML☆13May 10, 2025Updated last year
- ☆72Dec 5, 2024Updated last year
- Algorithms that find optimized degrees for MinimaxComp on the RNS-CKKS scheme☆16Oct 31, 2021Updated 5 years ago
- Private and Reliable Neural Network Inference (CCS '22)☆22Jul 11, 2023Updated 3 years ago