PaddlePaddle/PaddleDTX v1.0.0

PaddleDTX v1.0.0 Release Note

Repository: PaddlePaddle/PaddleDTX

Tag: v1.0.0

Published: 2022-01-25T10:02:11Z

Prerelease: no

Release notes: This is the first public release of PaddleDTX.

Features

• dai
• vertical federated learning(linear regression and logistic regression)
• training/prediction task management
• p2p
• requester cli
• support xuperchain

• xdb
• file upload and download
• file slicing and encryption
• file copies making and distribution
• proof of replication holding(pairing/merkle)
• health detection
• file migration
• resource access control
• support xuperchain and fabric

• crypto
• distributed implementation of linear regression
• distributed implementation of logistic regression
• additive homomorphic encryption(Paillier)
• private set intersection
• oblivious transfer
• secret sharing
• proof of replication holding