A Python 🐍 Secure Multi-Party Computation Sandbox with a Joint Signature Scheme using Elliptic Curve Cryptography ✉️+🔑+🔑+🔑 = 🔓
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Updated
May 16, 2023 - Python
A Python 🐍 Secure Multi-Party Computation Sandbox with a Joint Signature Scheme using Elliptic Curve Cryptography ✉️+🔑+🔑+🔑 = 🔓
Data structure for representing secret shares of byte vectors based on bitwise XOR, designed for use within secure multi-party computation (MPC) protocol implementations.
MPC management framework automating a secure network setup among participants of multiparty computation in the outsourced setting.
Extremely Randomized Trees with Privacy Preservation for Distributed Data (k-PPD-ERT)
MPC management framework automating a secure network setup among participants of multiparty computation in the outsourced setting.
Fault-tolerant secure multiparty computation in Python.
Collaboration project with Criteo in order to evaluate the relevance of the Secure Multiparty Computation (sMPC) in the context of a Federative Learning
Specification of the Mastic Verifiable Distributed Aggregation Function (VDAF)
Secure Aggregation with Shamir’s Method
Secure Federated Learning Framework with Encryption Aggregation and Integer Encoding Method.
Oblivious transfer (OT) communications protocol message/response functionality implementations based on Curve25519 and the Ristretto group.
Data structure for representing additive secret shares of integers, designed for use within secure multi-party computation (MPC) protocol implementations.
Minimal pure-Python implementation of Shamir's Secret Sharing scheme.
Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.
Minimal pure-Python implementation of a secure multi-party computation (MPC) protocol for evaluating arithmetic sum-of-products expressions via a non-interactive computation phase.
A privacy preserving NLP framework
MPyC: Multiparty Computation in Python
A unified framework for privacy-preserving data analysis and machine learning
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