Alternatives and similar repositories for k-AnonML

Users that are interested in k-AnonML are comparing it to the libraries listed below

• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆34Updated 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.
  ☆17Updated last year
• caicre / PrivMRF
  An implementation of "Data Synthesis via Differentially Private Markov Random Fields"
  ☆15Updated last year
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆88Updated last week
• FudanMPL / Garnet
  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …
  ☆55Updated 3 weeks ago
• encryptogroup / MOTION2NX
  A framework for generic hybrid two-party computation and private inference with neural networks
  ☆33Updated 2 years ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆34Updated 2 years ago
• simon-oya / NDSS21-osse-evaluation
  Code to run the evaluation of our "Obfuscated Access and Search Patterns in Searchable Encryption", NDSS'21
  ☆12Updated 5 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆261Updated 3 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• vvv214 / LDP_Protocols
  Sample LDP implementation in Python
  ☆128Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆38Updated last year
• llgeek / K-anonymity-and-Differential-Privacy
  Implementation of DataFly for K-anonymity, and implemented Laplace Mechanism and Exponential Mechanism for Differential Privacy
  ☆40Updated 6 years ago
• xingpz2008 / dealerless-FSS_public
  Implementation of Distributed function secret sharing and applications
  ☆15Updated 7 months ago
• edufourfr / reading-in-the-dark
  Implementation of "Reading in the Dark: Classifying Encrypted Digits with Functional Encryption"
  ☆21Updated 2 years ago
• dpcomp-org / dpcomp_core
  ☆45Updated 4 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆71Updated last year
• orzcy / BZS-MPSI
  The implementation of "Efficient Scalable Multi-Party Private Set Intersection(-Variants) from Bicentric Zero-Sharing"
  ☆17Updated 3 months ago
• uvm-plaid / programming-dp
  ☆332Updated last month
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆95Updated last year
• nusdbsystem / pivot
  Privacy preserving vertical federated learning for tree-based models
  ☆30Updated 4 years ago
• sunblaze-ucb / privguard-artifact
  Artifact of PrivAnalyzer as described in the Usenix 2022 paper "PrivGuard: Privacy Regulation Compliance Made Easier"
  ☆13Updated 4 years ago
• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆45Updated last year
• zhangzhongjun / VFSSSE
  Verifiable Forward Secure SSE scheme
  ☆11Updated 5 years ago
• Privacy-Graph / PrivGraph
  Implementation of "PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information"
  ☆15Updated 2 years ago
• asu-crypto / mPSI
  ☆32Updated 2 years ago
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆20Updated last month
• forestneo / sunPytools
  Useful tools for differential privacy
  ☆219Updated 3 years ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆19Updated 4 months ago
• AntCPLab / malicious_3pc_binary
  The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)
  ☆21Updated 2 years ago