homomorphic-encryption
Here are 86 public repositories matching this topic...
A Python 🐍 Homomorphic Encryption Sandbox based on the Paillier Cryptosystem 🔐
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May 24, 2023 - Python
TNO MPC Lab - Protocols - Kaplan-Meier
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Dec 1, 2021 - Python
Python-native homomorphic encryption library based on Microsoft SEAL v2.3
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May 1, 2020 - Python
Team project regarding homomorphic encryption from Information Security Course(Seoultech, ITM)
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Aug 31, 2023 - Python
FedAnil is a secure blockchain-enabled Federated Deep Learning Model to address non-IID data and privacy concerns. This repo hosts a simulation for FedAnil written in Python.
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May 26, 2024 - Python
An adaptive batch homomorphic encryption framework for cross-device Federated Learning, which determines cost-efficient and sufficiently secure encryption strategies for clients with heterogeneous data and system capabilities.
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Oct 13, 2023 - Python
This project explores and implements various techniques and protocols using SageMath. It covers topics such as Elliptic Curve Diffie-Hellman (ECDH) key exchange, homomorphic encryption, secure multi-party computation (MPC), queueing theory analysis, and RSA cryptanalysis.
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Mar 31, 2024 - Python
FedAnil+ is a novel lightweight, and secure Federated Deep Learning Model to address non-IID data, privacy concerns, and communication overhead. This repo hosts a simulation for FedAnil+ written in Python.
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Jun 8, 2024 - Python
A compiler from array programs to vectorized homomorphic encryption
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May 14, 2023 - Python
TNO MPC Lab - Encryption Schemes - Paillier
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Jun 5, 2023 - Python
Diplom, Secure cloud computing, Database management system, Homomorphic encryption, Pailier cryptosystem, Primality test
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Jul 5, 2021 - Python
Big data Privacy using Fully Homomorphic Non-deterministic Encryption.
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Mar 1, 2021 - Python
[CVPR 2023] CaPriDe Learning: Confidential and Private Decentralized Learning based on Encryption-friendly Distillation Loss
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Feb 28, 2024 - Python
ElGamal E-Voting Scheme Implementation
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Feb 8, 2021 - Python
Machine learning training project for both classification and regression. I tested privacy preserving predictions with linear regression using paillier cryptosystem too.
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Aug 31, 2021 - Python
A Secure Online Voting System for small scale elections
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Jan 31, 2022 - Python
Flexible federated learning enables institutions to jointly train deep learning models even when data is non-uniformly labeled. The resulting models are superior to models which are trained with conventional methods.
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Sep 30, 2023 - Python
An implementation of a peer to peer smart grid trading system. Utilising homomorphic encryption to allow for a semi trusted third party to carry out operations on the trading data without knowledge of private data. See more at: https://ieeexplore.ieee.org/document/9817551
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Mar 27, 2022 - Python
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