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May 30, 2024 - Python
split-learning
Here are 19 public repositories matching this topic...
A unified framework for privacy-preserving data analysis and machine learning
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Jun 4, 2024 - Python
CycleSL: Server-Client Cyclical Update Driven Scalable Split Learning
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May 23, 2024 - Python
Framework that supports pipeline federated split learning with multiple hops.
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May 15, 2024 - C++
Official code for "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices" (IJCAI2024)
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May 7, 2024 - Python
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
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Apr 15, 2024 - Python
testing adhocSL
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Apr 8, 2024 - Python
Comparison of distributed machine learning techniques applied to openly available datasets
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Feb 16, 2024 - Jupyter Notebook
Supplementary code for the paper "SplitGuard: Detecting and MitigatingTraining-Hijacking Attacks in Split Learning"
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Oct 11, 2023 - Jupyter Notebook
Split learning for privacy-preserving healthcare, and threats and defensive techniques for decentralized learning. (with Prof. Vinay Chamola)
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Aug 25, 2023 - Jupyter Notebook
Simple Split Learning setup. Proof of Concept & testbed
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Aug 23, 2023 - Python
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Apr 27, 2023 - Python
Code and data accompanying the DP-FSL paper
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Sep 25, 2022 - Python
C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)
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Aug 6, 2022 - Python
Official Repository for ResSFL (accepted by CVPR '22)
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Jun 24, 2022 - Shell
reveal the vulnerabilities of SplitNN
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Jun 16, 2022 - Python
Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch
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Oct 7, 2021 - Jupyter Notebook
SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
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Mar 15, 2021 - Jupyter Notebook
Source codes of paper "Can We Use Split Learning on 1D CNN for Privacy Preserving Training?"
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Feb 28, 2020 - Jupyter Notebook
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