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:
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- 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 last year
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆11Sep 23, 2025Updated 6 months ago
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆118Mar 15, 2021Updated 5 years ago
- Machine learning algorithms implements with jax for machine learning in production in large scale dataset.☆14Mar 2, 2026Updated 3 weeks ago
- Easy Setup, File-based, Offline Capable Federated Learning and Computations☆22Feb 11, 2026Updated last month
- Open source library for state estimation of a distribution network modeled in OpenDSS☆14Apr 27, 2023Updated 2 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 3 years ago
- Compressed Vertical Federated Learning simulation code☆16Apr 11, 2023Updated 2 years ago
- Watermarking LLM papers up-to-date☆11Dec 17, 2023Updated 2 years ago
- MATLAB code for 「Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model」.☆14Nov 23, 2020Updated 5 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
- ☆15Jun 22, 2020Updated 5 years ago
- Clustering algorithms (Mean shift and K-Means) from scratch in NumPy, PyTorch, TensorFlow, and JAX☆11Oct 3, 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
- ☆12Oct 2, 2023Updated 2 years ago
- ☆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 3 years ago
- An approximation of Recurrent Neural Networks to predict the Time to an Event☆14Dec 8, 2022Updated 3 years ago
- ☆12Jul 17, 2018Updated 7 years ago
- A compiled list of resources and materials for PPML☆11May 10, 2025Updated 10 months ago
- Tracking OpenClaw CVEs☆104Updated this week
- 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 6 years ago
- ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition☆16Nov 7, 2020Updated 5 years ago
- ☆15Nov 21, 2023Updated 2 years ago
- Repository for IMUTube system☆12Jul 3, 2024Updated last year
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- ☆17Apr 7, 2021Updated 4 years ago
- Unofficial Visual Prompt Tuning implementation☆17May 22, 2023Updated 2 years ago
- ☆53Aug 21, 2018Updated 7 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆145May 29, 2019Updated 6 years ago
- ICPR2022: Dynamic Data Augmentation with Gating Networks for Time Series Recognition☆11Jul 28, 2022Updated 3 years ago
- ☆12Jul 29, 2022Updated 3 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago