Pet Lab Python Packages

tno-mpc-communication

TNO PET Lab - secure Multi-Party Computation (MPC) - Communication

tno-mpc-encryption-schemes-utils

TNO PET Lab - secure Multi-Party Computation (MPC) - Encryption Schemes - Utils

tno-fl-protocols-logistic-regression

TNO PET Lab - Federated Learning (FL) - Protocols - Logistic Regression

tno-mpc-encryption-schemes-paillier

TNO PET Lab - secure Multi-Party Computation (MPC) - Encryption Schemes - Paillier

tno-mpc-mpyc-stubs

TNO PET Lab - secure Multi-Party Computation (MPC) - MPyC - Stubs

tno-mpc-protocols-distributed-keygen

TNO PET Lab - secure Multi-Party Computation (MPC) - Protocols - Distributed Keygen

tno-mpc-protocols-risk-propagation

TNO PET Lab - secure Multi-Party Computation (MPC) - Protocols - Secure Risk Propagation

tno-mpc-protocols-secure-comparison

TNO PET Lab - secure Multi-Party Computation (MPC) - Protocols - Secure Comparison

tno-sdg-tabular-eval-utility-metrics

TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics

tno-mpc-protocols-kaplan-meier

TNO PET Lab - secure Multi-Party Computation (MPC) - Protocols - Kaplan-Meier

tno-mpc-mpyc-secure-learning

TNO PET Lab - secure Multi-Party Computation (MPC) - MPyC - Secure Learning

tno-mpc-protocols-secure-inner-join

Secure inner join using Paillier homomorphic encryption and a helper party

tno-mpc-encryption-schemes-shamir

TNO PET Lab - secure Multi-Party Computation (MPC) - Encryption Schemes - Shamir

tno-zkp-templates

ZKP templates module

tno-fl-protocols-cox-regression

Implementation of a Federated Learning scheme for Cox Regression

tno-mpc-encryption-schemes-dgk

Implementation of the Damgard, Geisler and Kroigard (DGK) cryptosystem

tno-mpc-mpyc-matrix-inverse

A generic extension to MPyC that allows you to securely compute the inverse of a matrix that may contain SecFxp values

tno-mpc-mpyc-exponentiation

A generic extension to MPyC that allows you to securely compute a^[x], where a is a non-negative, plain-text base (floating point or integer) and x is a secure number (SecFxp or SecInt)

tno-sdg-graph-gen-graphbin

GraphBin: a synthetic graph generator

tno-mpc-mpyc-statistics

TNO PET Lab - secure Multi-Party Computation (MPC) - MPyC - Statistics