A unified framework for privacy-preserving data analysis and machine learning
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Updated
Jul 21, 2025 - Python
A unified framework for privacy-preserving data analysis and machine learning
Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台,支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.
SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.
Privacy Preserving Vertical Federated Learning
Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.
Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.
Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters
Private Set Intersection Cardinality protocol based on ECDH and Bloom Filters
Private set intersection implemented in Python
Private set intersection implemented in Python
The repo of Private Set Intersection(PSI) and Private Information Retrieval(PIR) from SecretFlow.
Updatable Private Set Intersection Revisited: Extended Functionalities, Deletion, and Worst-Case Complexity (Asiacrypt 2024)
Updatable Private Set Intersection Revisited: Extended Functionalities, Deletion, and Worst-Case Complexity (Asiacrypt 2024)
Bridge between TensorFlow and Google's Private Join and Compute library
Bridge between TensorFlow and Google's Private Join and Compute library
Python wrapper for labeled and unlabeled asymmetric private set intersection (APSI).
A Go implementation of the protocols for {MPSI, MPSIU, MPSI-Sum, MPSIU-Sum} described in Estimating Incidental Collection in Foreign Intelligence Surveillance: Large-Scale Multiparty Private Set Intersection with Union and Sum.
TCN protocol based on Private Set Intersection Cardinality.
Private Set Intersection algorithm written with pure java.
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