.. _developer:

Developer
===============

The following documents will help you understand the design ideas and principles of secretflow.


.. toctree::
   :maxdepth: 1
   :caption: Background Materials

   A comprehensive comparison of various privacy-preserving technologies <https://www.yuque.com/secret-flow/admin/exgixt72drdvdsy3>  

.. toctree::
   :maxdepth: 1
   :caption: Design Documentation

   design/architecture
   design/spu
   design/heu
   design/teeu
   design/flmodel
   design/strategy
   design/programming_in_secretflow

.. toctree::
   :maxdepth: 1
   :caption: Algorithm

   algorithm/secure_aggregation
   algorithm/mix_lr
   algorithm/federated_learning/fed_prox
   algorithm/federated_learning/fed_scr
   algorithm/federated_learning/fed_stc
   algorithm/differential_privacy/GlobalDP

.. toctree::
   :maxdepth: 1
   :caption: Benchmark

   benchmark/psi_benchmark
   benchmark/ubpsi_benchmark