Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)
☆11Sep 23, 2025Updated 6 months ago
Alternatives and similar repositories for HESplitNet
Users that are interested in HESplitNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Easy Setup, File-based, Offline Capable Federated Learning and Computations☆22Feb 11, 2026Updated last month
- Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on …☆12Jan 23, 2024Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- A repository for code used in the paper "On the precision loss in approximate homomorphic encryption"☆11Jan 16, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of the paper "FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving G…☆16Sep 5, 2023Updated 2 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Oct 30, 2023Updated 2 years ago
- A micro-kernel operating system based on the Barrelfish CPU-driver.☆21Mar 6, 2018Updated 8 years ago
- HEAAN lib binds for Python☆32Aug 27, 2020Updated 5 years ago
- A reading list for homomorphic encryption☆135Nov 30, 2025Updated 3 months ago
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated last year
- Yelp Restaurant Photo Classification - Kaggle competition☆12Apr 19, 2019Updated 6 years ago
- Code associated with ICML (2024). "Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normaliz…☆10Feb 22, 2026Updated last month
- Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions☆11Mar 13, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- EA-HAS-Bench: Energy-Aware Hyperparameter and Architecture Search Benchmark (ICLR Spotlight 2023)☆18Dec 8, 2024Updated last year
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆15Feb 26, 2026Updated last month
- ☆13May 16, 2019Updated 6 years ago
- [ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption☆47Mar 29, 2024Updated last year
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- [ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation☆10Jul 26, 2019Updated 6 years ago
- Implementation for the protocols described in https://eprint.iacr.org/2023/1700☆14Jan 9, 2025Updated last year
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- Nopeek experiments☆14Jun 12, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- Official Python wrapper for OpenFHE.☆148Updated this week
- Try Openmax with MNIST Fashion dataset☆11Jul 22, 2018Updated 7 years ago
- ☆14May 23, 2023Updated 2 years ago
- Source code for the paper "Encrypted Image Classification with Low Memory Footprint using Fully Homomorphic Encryption"☆77Mar 4, 2025Updated last year
- in silico plasmid extraction☆13Sep 18, 2017Updated 8 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 3 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- PyTorch implementation of NoPeekNN☆17Aug 30, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- ☆16Feb 3, 2022Updated 4 years ago
- DNN partition edge-cloud co-infer☆12Jun 11, 2023Updated 2 years ago
- The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…☆16May 12, 2024Updated last year
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆23Dec 6, 2023Updated 2 years ago
- Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance☆14Sep 16, 2020Updated 5 years ago
- ☆18Aug 15, 2022Updated 3 years ago