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PaddleDTX v1.0.0 Release Note
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@hongyanwang hongyanwang released this 25 Jan 10:02
· 247 commits to master since this release
v1.0.0
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Learn about vigilant mode.

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
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