nvflare.app_opt.he package

Submodules

• nvflare.app_opt.he.constant module
• nvflare.app_opt.he.cross_site_model_eval module
  • HECrossSiteModelEval
    • HECrossSiteModelEval.start_controller()
• nvflare.app_opt.he.decomposers module
  • CKKSVectorDecomposer
    • CKKSVectorDecomposer.decompose()
    • CKKSVectorDecomposer.recompose()
    • CKKSVectorDecomposer.supported_type()
  • register()
• nvflare.app_opt.he.homomorphic_encrypt module
  • count_encrypted_layers()
  • deserialize_nested_dict()
  • load_tenseal_context_from_workspace()
  • serialize_nested_dict()
• nvflare.app_opt.he.intime_accumulate_model_aggregator module
  • HEInTimeAccumulateWeightedAggregator
    • HEInTimeAccumulateWeightedAggregator.aggregate()
• nvflare.app_opt.he.model_decryptor module
  • HEModelDecryptor
    • HEModelDecryptor.decryption()
    • HEModelDecryptor.handle_event()
    • HEModelDecryptor.process_dxo()
• nvflare.app_opt.he.model_encryptor module
  • HEModelEncryptor
    • HEModelEncryptor.encryption()
    • HEModelEncryptor.handle_event()
    • HEModelEncryptor.process_dxo()
• nvflare.app_opt.he.model_serialize_filter module
  • HEModelSerializeFilter
    • HEModelSerializeFilter.handle_event()
    • HEModelSerializeFilter.process_post_get()
    • HEModelSerializeFilter.process_post_load()
    • HEModelSerializeFilter.process_post_save()
    • HEModelSerializeFilter.process_pre_save()
• nvflare.app_opt.he.model_shareable_generator module
  • HEModelShareableGenerator
    • HEModelShareableGenerator.handle_event()
    • HEModelShareableGenerator.learnable_to_shareable()
    • HEModelShareableGenerator.shareable_to_learnable()
  • add_to_global_weights()

Module contents