Implementation of Privacy-Preserving Deep Learning via Additively Homomorphic Encryption (Using LWE schema)
☆14Aug 16, 2018Updated 7 years ago
Alternatives and similar repositories for PPDL
Users that are interested in PPDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Dec 15, 2020Updated 5 years ago
- Python implementation of "Somewhat Practical Fully Homomorphic Encryption"☆23Jun 4, 2020Updated 5 years ago
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…☆93Aug 4, 2019Updated 6 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 2 years ago
- 数据脱敏处理☆13Dec 7, 2025Updated 4 months ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 2019Updated 6 years ago
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆12Jul 22, 2019Updated 6 years ago
- tf implementation of federated learning☆42May 15, 2019Updated 6 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- A Python3 library for sharing secrets.☆16May 10, 2024Updated last year
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆59May 12, 2019Updated 6 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.
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 6 years ago
- Stanford Cryptography class excercises☆20May 13, 2012Updated 13 years ago
- Improved DP-SGD for optimizing☆20Mar 23, 2019Updated 7 years ago
- Hyperspectral Image Compression Sensing Network with CNN-Transformer Mixture Architectures☆13Apr 2, 2025Updated last year
- Common MPC Pitfalls☆12Apr 27, 2026Updated last week
- 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
- Source code of our paper for our paper: GPU-Accelerated Batch-Dynamic Subgraph Matching☆13Nov 20, 2023Updated 2 years ago
- Implementation of BapFL: You can Backdoor Attack Personalized Federated Learning☆15Sep 18, 2023Updated 2 years ago
- A collaborative machine learning framework that operates through Tor.☆13Jun 1, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆20Jul 4, 2020Updated 5 years ago
- Shamir Secret Sharing library☆16Nov 22, 2022Updated 3 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 4 years ago
- Implementation of LeNet-5 architecure on CPU and GPU using PyTorch☆18Apr 11, 2018Updated 8 years ago
- This repo contains code/learning resources related to Homomorphic Encryption.☆26Oct 12, 2019Updated 6 years ago
- 文本分类，评论分类，朴素贝叶斯多分类，酒店评论分类☆12Sep 17, 2019Updated 6 years ago
- VIPArcher的RGSS脚本仓库☆21May 28, 2022Updated 3 years ago
- The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)☆12Sep 6, 2024Updated last year
- ☆16Apr 8, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Mixed Membership Stochastic Blockmodel Implementation with 3 Inference Schemes☆24Aug 11, 2015Updated 10 years ago
- ☆16Apr 10, 2024Updated 2 years ago
- Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs☆11Jan 27, 2023Updated 3 years ago
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- ☆90May 27, 2020Updated 5 years ago
- Paillier Homomorphic Addition Public Key Cryptosystem☆18Dec 5, 2020Updated 5 years ago
- Elgamal Encryption using Elliptic Curve Cryptography in Python 2.7☆12Nov 17, 2018Updated 7 years ago