WeiDaiWD / Private-AI-Bootcamp-MaterialsView external linksLinks
Private AI Bootcamp was hosted by Microsoft in Redmond, WA on Dec 2nd-4th, 2019. This repository contains materials offered at the event, including lecture slides, demo codes, etc.
☆32Aug 19, 2020Updated 5 years ago
Alternatives and similar repositories for Private-AI-Bootcamp-Materials
Users that are interested in Private-AI-Bootcamp-Materials are comparing it to the libraries listed below
Sorting:
- Some algorithms for computation on encrypted data based on Microsoft SEAL☆27Jul 16, 2020Updated 5 years ago
- ☆24Dec 2, 2019Updated 6 years ago
- Team CEA-EPFL-Inpher: code for the iDash 2018 competition☆24Sep 10, 2018Updated 7 years ago
- ☆16Updated this week
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆175Jan 3, 2023Updated 3 years ago
- ☆29Dec 11, 2018Updated 7 years ago
- ☆15Mar 29, 2025Updated 10 months ago
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Jan 22, 2020Updated 6 years ago
- Scripts to generate data for security parameters constraints section☆17Dec 11, 2024Updated last year
- ☆47Aug 21, 2024Updated last year
- Recursive unified ORAM☆15Sep 23, 2015Updated 10 years ago
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆83Mar 24, 2023Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- Intel Homomorphic Encryption Acceleration Library accelerates modular arithmetic operations used in homomorphic encryption by leveraging …☆254Jul 17, 2025Updated 6 months ago
- Homomorphic matrix computation☆43Aug 7, 2019Updated 6 years ago
- Compiler for the SEAL homomorphic encryption library☆257Jul 3, 2024Updated last year
- CasHMC: A Cycle-accurate Simulator for Hybrid Memory Cube☆23Aug 10, 2018Updated 7 years ago
- ☆19Oct 22, 2024Updated last year
- A crypto-assisted framework for protecting the privacy of models and queries in inference.☆19Oct 28, 2021Updated 4 years ago
- Number Theoretic Transform Implementation on GPU for FHE Applications☆44Feb 6, 2021Updated 5 years ago
- A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.☆21Apr 15, 2020Updated 5 years ago
- ☆110Jul 4, 2024Updated last year
- Intel Homomorphic Encryption Acceleration Library for FPGAs, including open source implementation of FPGA kernels for accelerating NTT, I…☆108Dec 20, 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
- A simulation of disease spread in livestock populations. Includes detection and containment simulation.☆10Jan 4, 2024Updated 2 years ago
- ☆71Dec 5, 2024Updated last year
- ☆27Feb 8, 2022Updated 4 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆74Mar 4, 2025Updated 11 months ago
- ☆67Sep 16, 2018Updated 7 years ago
- CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allo…☆308Jul 16, 2024Updated last year
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆223Jan 3, 2023Updated 3 years ago
- This repository contains the Parasol processor, which enables next-generation privacy preserving applications. Users can run arbitrary co…☆11Jan 5, 2026Updated last month
- Optimizing compiler for Fully Homomorphic Encryption (FHE)☆79Jul 24, 2024Updated last year
- ☆214Feb 25, 2025Updated 11 months ago
- My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.☆33Apr 27, 2021Updated 4 years ago
- An Implementation of Incremental Distributed Point Functions in C++☆81Jan 5, 2026Updated last month
- A library for lattice-based multiparty homomorphic encryption in Go☆1,402Feb 2, 2026Updated last week
- A library for doing homomorphic encryption operations on tensors☆1,006Feb 28, 2025Updated 11 months ago
- A secure aggregation system for private federated learning☆47May 13, 2024Updated last year