Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? The work has been accepted in asiaccs 2020
☆12Jan 23, 2024Updated 2 years ago
Alternatives and similar repositories for split-learning-1D
Users that are interested in split-learning-1D are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated 2 years ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆12Sep 23, 2025Updated 8 months ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆116Mar 15, 2021Updated 5 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆13Dec 1, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆16May 11, 2026Updated 2 weeks ago
- Open source library for state estimation of a distribution network modeled in OpenDSS☆14Apr 27, 2023Updated 3 years ago
- Easy Setup, File-based, Offline Capable Federated Learning and Computations☆22Mar 28, 2026Updated last month
- code of Temporal Unet☆30Apr 29, 2019Updated 7 years ago
- ☆11Feb 18, 2022Updated 4 years ago
- MATLAB code for solving the Euclidean Distance Matrix completion problem.☆10Nov 20, 2017Updated 8 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- 关于Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee这篇论文的详细代码解读☆11Dec 27, 2023Updated 2 years ago
- Compressed Vertical Federated Learning simulation code☆15Apr 11, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Watermarking LLM papers up-to-date☆12Dec 17, 2023Updated 2 years ago
- Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. …☆12Jan 24, 2019Updated 7 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- ☆18Feb 20, 2024Updated 2 years ago
- ☆15Jun 22, 2020Updated 5 years ago
- A repository for code used in the paper "On the precision loss in approximate homomorphic encryption"☆11Jan 16, 2025Updated last year
- The code for our Updates-Leak paper☆17Jul 23, 2020Updated 5 years ago
- ☆13Oct 2, 2023Updated 2 years ago
- Codes for distribution system state estimation with weighted least-squares method☆14Apr 5, 2020Updated 6 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.
- ☆12Jan 23, 2024Updated 2 years ago
- Nopeek experiments☆14Jun 12, 2020Updated 5 years ago
- A library for lattice-based homomorphic encryption in Go☆14May 15, 2022Updated 4 years ago
- An approximation of Recurrent Neural Networks to predict the Time to an Event☆14Dec 8, 2022Updated 3 years ago
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- [NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"☆18Nov 9, 2021Updated 4 years ago
- 开发手册、心得体会、常用网址、学习教程、常见问题梳理，持续更新中☆14Feb 10, 2023Updated 3 years ago
- Code for NDSS '25 paper "Passive Inference Attacks on Split Learning via Adversarial Regularization"☆13Sep 16, 2024Updated last year
- Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3…☆10May 10, 2019Updated 7 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.
- ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition☆16Nov 7, 2020Updated 5 years ago
- Powerflow for unbalanced three-phase power distribution systems with distributed generation☆25Oct 19, 2022Updated 3 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- ☆17Apr 7, 2021Updated 5 years ago
- Investigating Split Learning and Federate Learning☆87May 25, 2020Updated 6 years ago
- ☆53Aug 21, 2018Updated 7 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆145May 29, 2019Updated 6 years ago