Alternatives and similar repositories for VertiBench

Users that are interested in VertiBench are comparing it to the libraries listed below

• Xtra-Computing / FedSim
  A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
  ☆27Updated 2 years ago
• Xtra-Computing / PyOE
  Python library for data stream learning
  ☆27Updated 10 months ago
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆49Updated 2 years ago
• Xtra-Computing / OEBench
  OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)
  ☆13Updated 11 months ago
• Xtra-Computing / SOFF
  ☆19Updated last year
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆149Updated 6 months ago
• Xtra-Computing / FedOV
  Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)
  ☆17Updated last year
• JerryLife / FedOnce
  Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)
  ☆21Updated 3 years ago
• ngc436 / awesome-vertical-federated-learning
  A curated list of advancements in Vertical Federated Learning, frameworks and libraries.
  ☆35Updated last week
• huerdong / FedVert-Experiments
  ☆10Updated last year
• zkhku / fedsage
  Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)
  ☆80Updated 3 years ago
• shenzebang / Federated-Learning-Pytorch
  ☆40Updated last year
• Di-Chai / FedEval
  ☆45Updated last year
• Oxfordblue7 / GCFL
  This repository is the implementation of Federated Graph Classification over Non-IID Graphs.
  ☆43Updated 2 years ago
• FedEgo / FedEgo
  ☆17Updated last year
• xinleihe / GNNStealing
  ☆32Updated 3 years ago
• OscarcarLi / label-protection
  Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).
  ☆22Updated 3 years ago
• kenziyuliu / private-cross-silo-fl
  [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"
  ☆27Updated 2 years ago
• FLAIR-THU / VFLAIR
  THU-AIR Vertical Federated Learning general, extensible and light-weight framework
  ☆95Updated last year
• WwZzz / FedGS
  FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.
  ☆16Updated 2 years ago
• XinyiYS / Gradient-Driven-Rewards-to-Guarantee-Fairness-in-Collaborative-Machine-Learning
  Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…
  ☆24Updated 10 months ago
• omarfoq / knn-per
  Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)
  ☆42Updated 2 years ago
• sisaman / GAP
  GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
  ☆49Updated 2 years ago
• Xtra-Computing / PrivML
  ☆19Updated 4 years ago
• sisaman / LPGNN
  Locally Private Graph Neural Networks (ACM CCS 2021)
  ☆47Updated last month
• dayu11 / Differentially-Private-Deep-Learning
  This repo implements several algorithms for learning with differential privacy.
  ☆108Updated 2 years ago
• xinjianluo / featureinference-vfl
  ☆25Updated 4 years ago
• wanglun1996 / secure-robust-federated-learning
  ☆54Updated 2 years ago
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆69Updated 9 months ago
• alpemreacar / PFL
  ☆22Updated 4 years ago