Alternatives and similar repositories for VFL4LR

Users that are interested in VFL4LR are comparing it to the libraries listed below

• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆33Updated 2 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆71Updated last year
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆32Updated last year
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆257Updated last week
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 3 years ago
• guoJohnny / algorithmic-foundation-of-dp-zh-cn
  The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
  ☆165Updated 2 years ago
• lunan0320 / FedPHE
  [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆36Updated 3 weeks ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆129Updated 2 years ago
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆35Updated last year
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆46Updated last year
• FudanMPL / Garnet
  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …
  ☆52Updated last month
• ammartahir24 / SecureAggregation
  An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…
  ☆89Updated 6 years ago
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆218Updated 3 years ago
• naassiahmed / xMKCKKS
  Multi‐key homomorphic encryption based on MKCKKS
  ☆20Updated 3 years ago
• csiro-mlai / deep-mpc
  ☆37Updated 10 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆38Updated 5 years ago
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆35Updated last month
• marcoszh / BatchCrypt
  ☆88Updated 5 years ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆126Updated 11 months ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 4 months ago
• primihub / Awesome-Privacy-Computing
  ☆124Updated 3 weeks ago
• FuChong-cyber / label-inference-attacks
  Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.
  ☆84Updated 2 years ago
• delta-mpc / python-psi
  Private set intersection implemented in Python
  ☆101Updated 3 years ago
• HuangMinming / soci
  SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture
  ☆117Updated last year
• FudanMPL / pMPL
  pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
  ☆18Updated last year
• Clutchard / Searchable_Symmetric_Encryption
  ☆20Updated 6 years ago
• 01bag / soci
  SOCI is a Secure Outsourced Computation on Integers based on the Paillier cryptosystem and a twin-server architecture
  ☆103Updated last year
• MarzioMonticelli / python-cryptonet
  A Python implementation of CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy
  ☆30Updated 5 years ago
• JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning
  Paper notes and code for differentially private machine learning
  ☆357Updated 3 weeks ago
• corentingiraud / federated-learning-secure-aggregation
  A simple Python implementation of a secure aggregation protocole for federated learning.
  ☆35Updated 2 years ago