Secretflow

Added

- sgb/ss_xgb/ss_glm/ss_sgd can save specified columns with result now.
- ss_glm: expose two params infeed size and newton.
- SplitLearning
- Add a defense method against data reconstruction attacks.
- Adapt replay attack and gradreplace attack for deepfm.
- Add expoit attack.

Changed

- Component: update fillna descriptions.

Fixed

- Fix SS-GLM toturial.

Added

- Add grad replace attack and replay attack.
- Add autoattack benchmark examples.
- Expose job_name param in sf.init.

Changed

- Bump rayfed version: optimizing Error Propagation and Capture.
- Component: woe_bins requires at least 5 bins to read.
- Component: add barrier_on_shutdown as sf cluster config.

Added

- Add DataProxy binary writer.
- Add PSI v2 APIs.
- Add sl_deepfm_torch, sl_dnn_tf and sl_dnn_torch applications.
- Support sgb conversion into a single model.
- Support debug mode in tuner.
- Docs: Update installation and deployment docs.
- Docs: Add fl gpu docs.
- Docs: Add debug mode docs.

Changed

- Component: onehot_encode component limits size of col_rules.
- Component: sgb_predict component rm batch_size param.

Fixed

- Fix pytorch_audio_classification example and tutorial.
- Fix bin substitution for incomplete rule.
- Fix sgb_predict component when all features come from a party.

Added

- Make barrier_on_shutdown optional.
- Support SGB label holder without features.
- Support SL Model training on file data with mutiple labels.
- Add SL ResNet and VGG application.
- Secretflow ic: Add package interconnection protobuf files.
- Component: Add feature calculate component to generate new features by performing calculations on original features.
- Component: Support SGB prediction on big dataset.

Changed

- SGB optimize memory usage in prediction.
- Component: Bump groupby statistics version.
- Component: Improve translation.

Fixed

- Component: Fix woe io and fillna.

Added

- Add IO component including read, write and identity.
- Change groupby component to by-query style.

Added

- Add secretflow tuner for automl and autoattack.
- Add IO component including read, write and identity.
- Change groupby component to by-query style.