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Releases: PaddlePaddle/PaddleDTX

PaddleDTX v2.0.1 Release Note

08 Jun 03:37
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Bugfix

  • scripts
    • fix goproxy

PaddleDTX v2.0.0 Release Note

01 Jun 12:19
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Features

  • dai
    • support DNN based on PaddleFL framework, all neural network models provided by PaddleFL can be used in PaddleDTX
  • xdb
    • IPFS is supported as a storage mode of the storage node
  • docs
    • update docs theme to ‘material’, add more introduction about PaddleDTX, including developer guide, video courses, common issues, etc.

Improvements

  • xdb
    • fix bugs of list files/tasks in contract
    • remove prefix of error code

PaddleDTX v1.1.0 Release Note

29 Mar 06:56
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Features

  • dai
    • model evaluation: support model evaluation and live evaluation through random split, cross validation or LOO
    • self-computing: support two computing modes for executors, one is to compute using others' data, one is to compute using their own data

Improvements

  • crypto
    • improve security of pairing-based PoRH: upgrade algorithm to avoid mod-N attack, which enables storage nodes to pass challenges using only slice data mod N

PaddleDTX v1.0.0 Release Note

25 Jan 10:02
346e132
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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