├── README.md ├── plain ├── Centralized_DIN │ ├── Dice.py │ ├── data_iterator.py │ ├── model.py │ ├── run.sh │ ├── shuffle.py │ ├── train_taobao.py │ └── utils.py ├── FedAvg │ ├── Dice.py │ ├── client_functions.py │ ├── communication.py │ ├── compress.py │ ├── config.py │ ├── data_iterator.py │ ├── evaluate.py │ ├── general_functions.py │ ├── model.py │ ├── ps_functions.py │ ├── run.sh │ ├── server.key │ ├── server.pem │ ├── shuffle.py │ ├── train_client.py │ └── train_ps.py └── FedSubAvg │ ├── Dice.py │ ├── client_functions.py │ ├── communication.py │ ├── compress.py │ ├── config.py │ ├── data_iterator.py │ ├── evaluate.py │ ├── general_functions.py │ ├── model.py │ ├── ps_functions.py │ ├── run.sh │ ├── server.key │ ├── server.pem │ ├── shuffle.py │ ├── train_client.py │ └── train_ps.py ├── secure ├── SFL │ ├── AES_CBC.py │ ├── Dice.py │ ├── PRNG.py │ ├── client_plain_functions.py │ ├── client_private_set_union.py │ ├── client_secure_federated_submodel_averaging.py │ ├── communication.py │ ├── compress.py │ ├── config.py │ ├── data_iterator.py │ ├── debug.py │ ├── diffie_hellman.py │ ├── evaluate.py │ ├── general_functions.py │ ├── hmac_drbg.py │ ├── model.py │ ├── polynomials.py │ ├── ps_plain_functions.py │ ├── ps_private_set_union.py │ ├── ps_secure_federated_submodel_averaging.py │ ├── rfc_3526_groups.py │ ├── run.sh │ ├── server.key │ ├── server.pem │ ├── shamir_secret_sharing.py │ ├── shuffle.py │ ├── train_client.py │ └── train_ps.py └── SFSL │ ├── AES_CBC.py │ ├── Dice.py │ ├── PRNG.py │ ├── client_plain_functions.py │ ├── client_private_set_union.py │ ├── client_secure_federated_submodel_averaging.py │ ├── communication.py │ ├── compress.py │ ├── config.py │ ├── data_iterator.py │ ├── debug.py │ ├── diffie_hellman.py │ ├── evaluate.py │ ├── general_functions.py │ ├── hmac_drbg.py │ ├── model.py │ ├── polynomials.py │ ├── ps_plain_functions.py │ ├── ps_private_set_union.py │ ├── ps_secure_federated_submodel_averaging.py │ ├── rfc_3526_groups.py │ ├── run.sh │ ├── server.key │ ├── server.pem │ ├── shamir_secret_sharing.py │ ├── shuffle.py │ ├── train_client.py │ └── train_ps.py └── taobao_data_process ├── 6_remap_to_new_id.py ├── 7_build_datasets_by_user.py ├── 8_statisics.py └── central_taobao_data ├── 1_txt_to_json.py ├── 2_json_to_pkl.py ├── 3_process_data.py ├── 4_local_aggregator_slide.py ├── 5_generate_voc.py └── prepare_data_central.sh /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NiuChaoyue/Secure-Federated-Submodel-Learning/HEAD/README.md -------------------------------------------------------------------------------- /plain/Centralized_DIN/Dice.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NiuChaoyue/Secure-Federated-Submodel-Learning/HEAD/plain/Centralized_DIN/Dice.py -------------------------------------------------------------------------------- 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