25 projects
tno.fl.protocols.cox-regression
Implementation of a Federated Learning scheme for Cox Regression
tno.fl.protocols.logistic-regression
Implementation of a Federated Learning scheme for Logistic Regression
tno.mpc.communication
MPC Communication module
tno.mpc.encryption-schemes.dgk
Implementation of the Damgard, Geisler and Kroigard (DGK) cryptosystem
tno.mpc.encryption-schemes.elgamal
Implementation of the ElGamal Encryption Scheme
tno.mpc.encryption-schemes.paillier
Implementation of the Paillier cryptosystem
tno.mpc.encryption-schemes.shamir
Implementation of Shamir secret sharing
tno.mpc.encryption-schemes.templates
Generic templates for different types of Encryption Schemes
tno.zkp.templates
ZKP templates module
tno.zkp.commitment-schemes.pedersen
ZKP Pedersen Commitment Scheme module
tno.sdg.tabular.gen.cluster-based
Cluster Based Synthetic Data Generation
tno.sdg.tabular.eval.utility-metrics
Utility metrics for tabular data
tno.sdg.graph.gen.graphbin
GraphBin: a synthetic graph generator
tno.mpc.protocols.secure-inner-join
Secure inner join using Paillier homomorphic encryption and a helper party
tno.mpc.protocols.secure-comparison
Implementation of secure comparison protocol as given in https://eprint.iacr.org/2018/1100.pdf
tno.mpc.protocols.risk-propagation
Secure risk propagation using distributed Paillier
tno.mpc.protocols.kaplan-meier
Kaplan Meier using Paillier homomorphic encryption and a helper party
tno.mpc.protocols.distributed-keygen
Distributed key generation using Paillier homomorphic encryption
tno.mpc.mpyc.stubs
Partial stubs for use with the MPyC library
tno.mpc.mpyc.statistics
Secure Data Exploratory Analyses on Vertically Partitioned Data
tno.mpc.mpyc.secure-learning
Machine learning using Secure Multi-Party Computation
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.floating-point
Implementation of secure floating point numbers for MPyC
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.mpc.encryption-schemes.utils
Generic utilities for implementing encryption schemes
