Privacy-preserving Deep Learning based on homomorphic encryption (HE)
☆35Nov 8, 2021Updated 4 years ago
Alternatives and similar repositories for CryptoDL
Users that are interested in CryptoDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19May 14, 2019Updated 7 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Feb 3, 2021Updated 5 years ago
- Homomorphic matrix computation☆43Aug 7, 2019Updated 7 years ago
- ☆13Jun 11, 2021Updated 5 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆83Jul 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Private and Reliable Neural Network Inference (CCS '22)☆22Jul 11, 2023Updated 3 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 6 years ago
- ☆32Jan 20, 2021Updated 5 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 6 years ago
- ☆16Aug 31, 2021Updated 4 years ago
- ☆17Feb 3, 2022Updated 4 years ago
- Algorithms that find optimized degrees for MinimaxComp on the RNS-CKKS scheme☆16Oct 31, 2021Updated 4 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆176Jan 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 4 years ago
- ☆24Dec 2, 2019Updated 6 years ago
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 3 years ago
- Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution☆102Jul 27, 2022Updated 4 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- ☆19Jan 12, 2022Updated 4 years ago
- ☆450Apr 28, 2026Updated 3 months ago
- ☆110Dec 14, 2021Updated 4 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.
- Compiler for the SEAL homomorphic encryption library☆259Jul 3, 2024Updated 2 years ago
- Facilitates collaboration and governance for all participants in a Data Space.☆14Apr 20, 2026Updated 3 months ago
- Implementations of differentially private release mechanisms for graph statistics☆24May 6, 2022Updated 4 years ago
- ☆29Dec 11, 2018Updated 7 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 7 years ago
- Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…☆35Nov 24, 2025Updated 8 months ago
- An implementation of Brakerski et al's "Fully homomorphic encryption without bootstrapping"☆11Apr 29, 2013Updated 13 years ago
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆27Aug 22, 2022Updated 3 years ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆39May 28, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆216Feb 25, 2025Updated last year
- A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy☆32Mar 26, 2020Updated 6 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- Re-encryption by proxy and (additive) homomorphic encryption☆13Oct 10, 2018Updated 7 years ago
- ☆10May 27, 2024Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago