Projects in Awesome Lists tagged with split-learning
A curated list of projects in awesome lists tagged with split-learning .
https://github.com/secretflow/secretflow
A unified framework for privacy-preserving data analysis and machine learning
confidential-computing data-analysis differential-privacy federated-learning homomorphic-encryption machine-learning privacy-preserving private-set-intersection secure-multiparty-computation split-learning trusted-execution-environment
Last synced: 04 Apr 2025
https://github.com/koukyosyumei/attack_splitnn
reveal the vulnerabilities of SplitNN
attack attack-splitnn leakage membership-inference membership-inference-attack model-inversion model-inversion-attacks notebook paper privacy security-vulnerability split-learning splitnn
Last synced: 01 May 2025
https://github.com/ege-erdogan/splitguard
Supplementary code for the paper "SplitGuard: Detecting and MitigatingTraining-Hijacking Attacks in Split Learning"
machine-learning privacy security split-learning
Last synced: 15 Dec 2024
https://github.com/AmazingDD/EC-SNN
Official code for "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices" (IJCAI2024)
distributed-computing edge edge-computing pruning-algorithms spiking-neural-networks split-learning
Last synced: 29 Mar 2025
https://github.com/aadit3003/split-learning-healthcare
Split learning for privacy-preserving healthcare, and threats and defensive techniques for decentralized learning. (with Prof. Vinay Chamola)
Last synced: 18 Mar 2025
https://github.com/andron00e/jast
''Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning''
feature-reconstruction privacy split-learning vertical-federated-learning
Last synced: 22 Feb 2025
