Index

A

accuracy_torch_dataloader() (in module aijack.utils.metrics) action() (aijack.collaborative.core.BaseServer method) (aijack.collaborative.core.server.BaseServer method) (aijack.collaborative.dsfl.server.DSFLServer method) (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) (aijack.collaborative.fedgems.FedGEMSServer method) (aijack.collaborative.fedgems.server.FedGEMSServer method) (aijack.collaborative.fedmd.FedMDServer method) (aijack.collaborative.fedmd.server.FedMDServer method) AdaDPSManager (class in aijack.defense.dp.manager.dp_manager) AdamFLOptimizer (class in aijack.collaborative.optimizer) (class in aijack.collaborative.optimizer.adam) add() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) add_step_info() (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) aijack module aijack.attack module aijack.attack.backdoor module aijack.attack.backdoor.dba module aijack.attack.backdoor.modelreplacement module aijack.attack.base_attack module aijack.attack.evasion module aijack.attack.evasion.diva module aijack.attack.evasion.evasion_attack module aijack.attack.evasion.fgsm module aijack.attack.freerider module aijack.attack.freerider.freerider module aijack.attack.inversion module aijack.attack.inversion.gan_attack module aijack.attack.inversion.generator_attack module aijack.attack.inversion.gradientinversion module aijack.attack.inversion.gradientinversion_server module aijack.attack.inversion.mi_face module aijack.attack.inversion.utils module aijack.attack.inversion.utils.datarepextractor module aijack.attack.inversion.utils.distance module aijack.attack.inversion.utils.regularization module aijack.attack.inversion.utils.utils module aijack.attack.labelleakage module aijack.attack.labelleakage.normattack module aijack.attack.membership module aijack.attack.membership.membership_inference module aijack.attack.membership.utils module aijack.attack.poison module aijack.attack.poison.history module aijack.attack.poison.label_flip module aijack.attack.poison.mapf module aijack.attack.poison.poison_attack module aijack.collaborative module aijack.collaborative.core module aijack.collaborative.core.api module aijack.collaborative.core.client module aijack.collaborative.core.server module aijack.collaborative.core.utils module aijack.collaborative.dsfl module aijack.collaborative.dsfl.api module aijack.collaborative.dsfl.client module aijack.collaborative.dsfl.server module aijack.collaborative.fedavg module aijack.collaborative.fedavg.api module aijack.collaborative.fedavg.client module aijack.collaborative.fedavg.server module aijack.collaborative.fedexp module aijack.collaborative.fedexp.server module aijack.collaborative.fedgems module aijack.collaborative.fedgems.api module aijack.collaborative.fedgems.client module aijack.collaborative.fedgems.server module aijack.collaborative.fedkd module aijack.collaborative.fedkd.client module aijack.collaborative.fedmd module aijack.collaborative.fedmd.api module aijack.collaborative.fedmd.client module aijack.collaborative.fedmd.nfdp module aijack.collaborative.fedmd.server module aijack.collaborative.fedprox module aijack.collaborative.fedprox.api module aijack.collaborative.fedprox.client module aijack.collaborative.moon module aijack.collaborative.moon.client module aijack.collaborative.optimizer module aijack.collaborative.optimizer.adam module aijack.collaborative.optimizer.base module aijack.collaborative.optimizer.sgd module aijack.collaborative.splitnn module aijack.collaborative.splitnn.api module aijack.collaborative.splitnn.client module aijack.collaborative.tree module aijack.collaborative.utils module

aijack.defense module aijack.defense.crobustness module aijack.defense.crobustness.pixeldp module aijack.defense.debugging module aijack.defense.debugging.assertions module aijack.defense.debugging.assertions.assertions module aijack.defense.debugging.assertions.utils module aijack.defense.debugging.neuroncoverage module aijack.defense.debugging.neuroncoverage.neuroncoverage module aijack.defense.dp module aijack.defense.dp.manager module aijack.defense.dp.manager.accountant module aijack.defense.dp.manager.adadps module aijack.defense.dp.manager.client module aijack.defense.dp.manager.dataloader module aijack.defense.dp.manager.dp_manager module aijack.defense.dp.manager.dpoptimizer module aijack.defense.dp.manager.rdp module aijack.defense.dp.manager.utils module aijack.defense.foolsgold module aijack.defense.foolsgold.server module aijack.defense.kanonymity module aijack.defense.kanonymity.wrapper module aijack.defense.mid module aijack.defense.mid.loss module aijack.defense.mid.nn module aijack.defense.paillier module aijack.defense.paillier.fed_wrapper module aijack.defense.paillier.torch_wrapper module aijack.defense.purifier module aijack.defense.soteria module aijack.defense.soteria.soteria_client module aijack.defense.sparse module aijack.defense.sparse.topk module aijack.manager module aijack.manager.base module aijack.utils module aijack.utils.dataloader module aijack.utils.metrics module aijack.utils.utils module anonymize() (aijack.defense.kanonymity.Mondrian method) (aijack.defense.kanonymity.wrapper.Mondrian method) approach_consensus() (aijack.collaborative.dsfl.client.DSFLClient method) (aijack.collaborative.fedmd.client.FedMDClient method) (aijack.collaborative.fedmd.FedMDClient method) assert_multibox() (in module aijack.defense.debugging.assertions.assertions) attach() (aijack.attack.backdoor.dba.DistributedBackdoorAttackClientManager method) (aijack.attack.backdoor.modelreplacement.ModelReplacementAttackClientManager method) (aijack.attack.freerider.freerider.FreeRiderClientManager method) (aijack.attack.freerider.FreeRiderClientManager method) (aijack.attack.inversion.gan_attack.GANAttackClientManager method) (aijack.attack.inversion.GANAttackClientManager method) (aijack.attack.inversion.gradientinversion_server.GradientInversionAttackServerManager method) (aijack.attack.inversion.GradientInversionAttackServerManager method) (aijack.attack.labelleakage.normattack.NormAttackSplitNNManager method) (aijack.attack.labelleakage.NormAttackSplitNNManager method) (aijack.attack.poison.history.HistoryAttackClientWrapper method) (aijack.attack.poison.HistoryAttackClientWrapper method) (aijack.attack.poison.label_flip.LabelFlipAttackClientManager method) (aijack.attack.poison.LabelFlipAttackClientManager method) (aijack.attack.poison.mapf.MAPFClientWrapper method) (aijack.attack.poison.MAPFClientWrapper method) (aijack.collaborative.fedavg.client.MPIFedAVGClientManager method) (aijack.collaborative.fedavg.MPIFedAVGClientManager method) (aijack.collaborative.fedavg.MPIFedAVGServerManager method) (aijack.collaborative.fedavg.server.MPIFedAVGServerManager method) (aijack.collaborative.fedmd.client.MPIFedMDClientManager method) (aijack.collaborative.fedmd.MPIFedMDClientManager method) (aijack.collaborative.fedmd.MPIFedMDServerManager method) (aijack.collaborative.fedmd.server.MPIFedMDServerManager method) (aijack.defense.dp.manager.client.DPSGDClientManager method) (aijack.defense.foolsgold.server.FoolsGoldServerManager method) (aijack.defense.paillier.fed_wrapper.PaillierGradientClientManager method) (aijack.defense.soteria.soteria_client.SoteriaClientManager method) (aijack.defense.sparse.topk.SparseGradientClientManager method) (aijack.defense.sparse.topk.SparseGradientServerManager method) (aijack.manager.base.BaseManager method) attach_adadps() (in module aijack.defense.dp.manager.adadps) attach_dba_to_client() (in module aijack.attack.backdoor.dba) attach_dpoptimizer() (in module aijack.defense.dp.manager.dpoptimizer) attach_dpsgd_to_client() (in module aijack.defense.dp.manager.client) attach_foolsgold_to_server() (in module aijack.defense.foolsgold.server) attach_freerider_to_client() (in module aijack.attack.freerider.freerider) attach_ganattack_to_client() (in module aijack.attack.inversion) (in module aijack.attack.inversion.gan_attack) attach_gradient_inversion_attack_to_server() (in module aijack.attack.inversion) (in module aijack.attack.inversion.gradientinversion_server) attach_history_attack_to_client() (in module aijack.attack.poison.history) attach_label_flip_attack_to_client() (in module aijack.attack.poison.label_flip) attach_mapf_to_client() (in module aijack.attack.poison.mapf) attach_modelreplacement_to_client() (in module aijack.attack.backdoor.modelreplacement) attach_mpi_to_fedavgclient() (in module aijack.collaborative.fedavg.client) attach_mpi_to_fedavgserver() (in module aijack.collaborative.fedavg.server) attach_mpi_to_fedmdclient() (in module aijack.collaborative.fedmd.client) attach_mpi_to_fedmdserver() (in module aijack.collaborative.fedmd.server) attach_normattack_to_splitnn() (in module aijack.attack.labelleakage) (in module aijack.attack.labelleakage.normattack) attach_paillier_to_client_for_encrypted_grad() (in module aijack.defense.paillier.fed_wrapper) attach_soteria_to_client() (in module aijack.defense.soteria.soteria_client) attach_sparse_gradient_to_client() (in module aijack.defense.sparse.topk) attach_sparse_gradient_to_server() (in module aijack.defense.sparse.topk) attack() (aijack.attack.base_attack.BaseAttacker method) (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker method) (aijack.attack.evasion.DIVAWhiteBoxAttacker method) (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn method) (aijack.attack.evasion.Evasion_attack_sklearn method) (aijack.attack.evasion.fgsm.FGSMAttacker method) (aijack.attack.evasion.FGSMAttacker method) (aijack.attack.inversion.Generator_Attack method) (aijack.attack.inversion.generator_attack.Generator_Attack method) (aijack.attack.inversion.gradientinversion.GradientInversion_Attack method) (aijack.attack.inversion.GradientInversion_Attack method) (aijack.attack.inversion.MI_FACE method) (aijack.attack.inversion.mi_face.MI_FACE method) (aijack.attack.membership.membership_inference.ShadowMembershipInferenceAttack method) (aijack.attack.membership.ShadowMembershipInferenceAttack method) (aijack.attack.poison.poison_attack.Poison_attack_sklearn method) (aijack.attack.poison.Poison_attack_sklearn method) AttackerModel (class in aijack.attack.membership.utils) auxterm_func (aijack.attack.inversion.MI_FACE attribute) (aijack.attack.inversion.mi_face.MI_FACE attribute)

B

backward() (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method) (aijack.utils.utils.RoundDecimal static method) backward_gradient() (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method) BaseAttacker (class in aijack.attack.base_attack) BaseClient (class in aijack.collaborative.core) (class in aijack.collaborative.core.client) BaseFedAPI (class in aijack.collaborative.core) (class in aijack.collaborative.core.api) BaseFLKnowledgeDistillationAPI (class in aijack.collaborative.core) (class in aijack.collaborative.core.api)

BaseFLOptimizer (class in aijack.collaborative.optimizer.base) BaseManager (class in aijack.manager.base) BaseMomentAccountant (class in aijack.defense.dp.manager.accountant) BaseServer (class in aijack.collaborative.core) (class in aijack.collaborative.core.server) bn_reg_coef (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) bn_reg_layer_inputs (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) bn_reg_layers (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) bn_regularizer() (in module aijack.attack.inversion.utils.regularization)

C

c (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) calc_first_term_of_general_upper_bound_of_rdp() (in module aijack.defense.dp.manager.rdp) calc_general_upperbound_of_rdp_with_theorem5_of_zhu_2019() (in module aijack.defense.dp.manager.rdp) calc_loss() (aijack.attack.inversion.Generator_Attack method) (aijack.attack.inversion.generator_attack.Generator_Attack method) calc_loss_on_public_dataset() (aijack.collaborative.fedgems.client.FedGEMSClient method) (aijack.collaborative.fedgems.FedGEMSClient method) calc_tightupperbound_lowerbound_of_rdp_with_theorem6and8_of_zhu_2019() (in module aijack.defense.dp.manager.rdp) calc_tightupperbound_lowerbound_of_rdp_with_theorem6and8_of_zhu_2019_with_tau_estimation() (in module aijack.defense.dp.manager.rdp) calc_upperbound_of_rdp_onestep() (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) calc_upperbound_of_rdp_with_Sampled_Gaussian_Mechanism() (in module aijack.defense.dp.manager.rdp) calc_upperbound_of_rdp_with_Sampled_Gaussian_Mechanism_float() (in module aijack.defense.dp.manager.rdp) calc_upperbound_of_rdp_with_Sampled_Gaussian_Mechanism_int() (in module aijack.defense.dp.manager.rdp) calc_upperbound_of_rdp_with_theorem27_of_wang_2019() (in module aijack.defense.dp.manager.rdp)

calculate_cs() (in module aijack.defense.foolsgold.server) certify() (aijack.defense.crobustness.pixeldp.PixelDP method) clopper_pearson_interval() (in module aijack.defense.crobustness.pixeldp) compute() (aijack.defense.debugging.assertions.utils.Hungarian method) convert_anodataframe_to_pddataframe() (in module aijack.defense.kanonymity.wrapper) convert_pddataframe_to_anodataframe() (in module aijack.defense.kanonymity.wrapper) cossim() (in module aijack.attack.inversion.utils.distance) coverage() (aijack.defense.debugging.neuroncoverage.neuroncoverage.NeuronCoverageTracker method) cpu() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) criterion (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute) crossentropyloss_between_logits() (in module aijack.utils.metrics) custom_reg_coef (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) custom_reg_func (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute)

D

DataRepExtractor (class in aijack.attack.inversion) (class in aijack.attack.inversion.utils.datarepextractor) decrypt() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) default_local_train_for_client() (in module aijack.utils.utils) delta_g (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) delta_kernel (aijack.attack.poison.poison_attack.Poison_attack_sklearn attribute) (aijack.attack.poison.Poison_attack_sklearn attribute) detach() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) device (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) digest_phase() (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.api.MPIFedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) (aijack.collaborative.fedmd.MPIFedMDAPI method) distance (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) distancefunc (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) distribute() (aijack.collaborative.core.BaseServer method) (aijack.collaborative.core.server.BaseServer method) (aijack.collaborative.dsfl.server.DSFLServer method) (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) (aijack.collaborative.fedgems.FedGEMSServer method) (aijack.collaborative.fedgems.server.FedGEMSServer method) (aijack.collaborative.fedmd.FedMDServer method) (aijack.collaborative.fedmd.server.FedMDServer method) (aijack.collaborative.splitnn.client.SplitNNClient method) (aijack.collaborative.splitnn.SplitNNClient method)

DistributedBackdoorAttackClientManager (class in aijack.attack.backdoor.dba) DIVAWhiteBoxAttacker (class in aijack.attack.evasion) (class in aijack.attack.evasion.diva) dmax (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) download() (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.dsfl.client.DSFLClient method) (aijack.collaborative.fedavg.client.FedAVGClient method) (aijack.collaborative.fedavg.FedAVGClient method) (aijack.collaborative.fedgems.client.FedGEMSClient method) (aijack.collaborative.fedgems.FedGEMSClient method) (aijack.collaborative.fedmd.client.FedMDClient method) (aijack.collaborative.fedmd.FedMDClient method) (aijack.collaborative.splitnn.client.SplitNNClient method) (aijack.collaborative.splitnn.SplitNNClient method) DPSGDClientManager (class in aijack.defense.dp.manager.client) DPSGDManager (class in aijack.defense.dp.manager.dp_manager) DPWrapperLotDataIterator (class in aijack.defense.dp.manager.dataloader) DSFLAPI (class in aijack.collaborative.dsfl.api) DSFLClient (class in aijack.collaborative.dsfl.client) DSFLServer (class in aijack.collaborative.dsfl.server)

E

early_stopping (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) eps (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute) eps_gaussian() (in module aijack.defense.dp.manager.rdp) eps_laplace() (in module aijack.defense.dp.manager.rdp) eps_randresp() (in module aijack.defense.dp.manager.rdp) eval() (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.BaseServer method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.core.server.BaseServer method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method)

evaluation() (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) Evasion_attack_sklearn (class in aijack.attack.evasion) (class in aijack.attack.evasion.evasion_attack) except_flicker() (in module aijack.defense.debugging.assertions.assertions) extract_datarep() (aijack.attack.inversion.DataRepExtractor method) (aijack.attack.inversion.utils.datarepextractor.DataRepExtractor method)

F

FedAVGAPI (class in aijack.collaborative.fedavg) (class in aijack.collaborative.fedavg.api) FedAVGClient (class in aijack.collaborative.fedavg) (class in aijack.collaborative.fedavg.client) FedAVGServer (class in aijack.collaborative.fedavg) (class in aijack.collaborative.fedavg.server) FedEXPServer (class in aijack.collaborative.fedexp.server) FedGEMSAPI (class in aijack.collaborative.fedgems) (class in aijack.collaborative.fedgems.api) FedGEMSClient (class in aijack.collaborative.fedgems) (class in aijack.collaborative.fedgems.client) FedGEMSServer (class in aijack.collaborative.fedgems) (class in aijack.collaborative.fedgems.server) FedKDClient (class in aijack.collaborative.fedkd) (class in aijack.collaborative.fedkd.client) FedMDAPI (class in aijack.collaborative.fedmd) (class in aijack.collaborative.fedmd.api) FedMDClient (class in aijack.collaborative.fedmd) (class in aijack.collaborative.fedmd.client) FedMDServer (class in aijack.collaborative.fedmd) (class in aijack.collaborative.fedmd.server) FedProxAPI (class in aijack.collaborative.fedprox) (class in aijack.collaborative.fedprox.api) FedProxClient (class in aijack.collaborative.fedprox.client) FGSMAttacker (class in aijack.attack.evasion) (class in aijack.attack.evasion.fgsm)

fit() (aijack.attack.inversion.Generator_Attack method) (aijack.attack.inversion.generator_attack.Generator_Attack method) (aijack.attack.membership.membership_inference.ShadowMembershipInferenceAttack method) (aijack.attack.membership.ShadowMembershipInferenceAttack method) (aijack.attack.membership.utils.AttackerModel method) (aijack.utils.utils.TorchClassifier method) fit_transform() (aijack.attack.membership.utils.ShadowModels method) FlickerException FoolsGoldServerManager (class in aijack.defense.foolsgold.server) forward() (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.BaseServer method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.core.server.BaseServer method) (aijack.collaborative.fedmd.FedMDServer method) (aijack.collaborative.fedmd.server.FedMDServer method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.client.SplitNNClient method) (aijack.collaborative.splitnn.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNClient method) (aijack.defense.crobustness.pixeldp.PixelDP method) (aijack.defense.mid.nn.VIB method) (aijack.defense.purifier.Purifier_Cifar10 method) (aijack.utils.utils.RoundDecimal static method) forward_eval() (aijack.defense.crobustness.pixeldp.PixelDP method) forward_train() (aijack.defense.crobustness.pixeldp.PixelDP method) FreeRiderClientManager (class in aijack.attack.freerider) (class in aijack.attack.freerider.freerider)

G

gamma (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) GANAttackClientManager (class in aijack.attack.inversion) (class in aijack.attack.inversion.gan_attack) gaus_delta_term() (in module aijack.defense.crobustness.pixeldp) gc_reg_coef (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) GeneralMomentAccountant (class in aijack.defense.dp.manager.accountant) Generator_Attack (class in aijack.attack.inversion) (class in aijack.attack.inversion.generator_attack) get_certified_robustness_size_argmax() (in module aijack.defense.crobustness.pixeldp) get_delta() (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) get_delta_of_fedmd_nfdp() (in module aijack.collaborative.fedmd) (in module aijack.collaborative.fedmd.nfdp) get_dldw() (aijack.attack.inversion.DataRepExtractor method) (aijack.attack.inversion.utils.datarepextractor.DataRepExtractor method) get_epsilon() (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) get_epsilon_of_fedmd_nfdp() (in module aijack.collaborative.fedmd) (in module aijack.collaborative.fedmd.nfdp) get_final_partitions() (aijack.defense.kanonymity.Mondrian method) (aijack.defense.kanonymity.wrapper.Mondrian method) get_intermediate_outputs() (in module aijack.defense.debugging.neuroncoverage.neuroncoverage) get_k_of_fedmd_nfdp() (in module aijack.collaborative.fedmd) (in module aijack.collaborative.fedmd.nfdp)

get_layer_output_sizes() (in module aijack.defense.debugging.neuroncoverage.neuroncoverage) get_maximum_L_gaussian() (in module aijack.defense.crobustness.pixeldp) get_maximum_L_laplace() (in module aijack.defense.crobustness.pixeldp) get_model_layers() (in module aijack.defense.debugging.neuroncoverage.neuroncoverage) get_noise_multiplier() (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) get_params_of_p_z_given_x() (aijack.defense.mid.nn.VIB method) get_simillar_boxes() (in module aijack.defense.debugging.assertions.assertions) grad_lower_bound (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute) grad_upper_bound (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute) GradientInversion_Attack (class in aijack.attack.inversion) (class in aijack.attack.inversion.gradientinversion) GradientInversionAttackServerManager (class in aijack.attack.inversion) (class in aijack.attack.inversion.gradientinversion_server) group_attack() (aijack.attack.inversion.gradientinversion.GradientInversion_Attack method) (aijack.attack.inversion.GradientInversion_Attack method) group_consistency() (in module aijack.attack.inversion.utils.regularization) group_num (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) group_seed (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute)

H

h (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute)

HistoryAttackClientWrapper (class in aijack.attack.poison) (class in aijack.attack.poison.history) Hungarian (class in aijack.defense.debugging.assertions.utils)

I

implements() (in module aijack.defense.paillier.torch_wrapper) initialize_global_logit() (in module aijack.collaborative.fedmd.client)

input_shape (aijack.attack.inversion.MI_FACE attribute) (aijack.attack.inversion.mi_face.MI_FACE attribute)

K

kde_type (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute)

kernel (aijack.attack.poison.poison_attack.Poison_attack_sklearn attribute) (aijack.attack.poison.Poison_attack_sklearn attribute) KL_between_normals() (in module aijack.defense.mid.loss)

L

l2() (in module aijack.attack.inversion.utils.distance) l2_reg_coef (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) l2norm_checker() (in module aijack.attack.backdoor.modelreplacement) label_matching() (in module aijack.attack.inversion.utils.regularization) LabelFlipAttackClientManager (class in aijack.attack.poison) (class in aijack.attack.poison.label_flip) lam (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) linear() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) lm_reg_coef (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) local_score() (aijack.collaborative.core.api.BaseFLKnowledgeDistillationAPI method) (aijack.collaborative.core.BaseFLKnowledgeDistillationAPI method) local_train() (aijack.collaborative.core.api.BaseFedAPI method) (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.BaseFedAPI method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.dsfl.client.DSFLClient method) (aijack.collaborative.fedavg.api.FedAVGAPI method) (aijack.collaborative.fedavg.api.MPIFedAVGAPI method) (aijack.collaborative.fedavg.client.FedAVGClient method) (aijack.collaborative.fedavg.FedAVGAPI method) (aijack.collaborative.fedavg.FedAVGClient method) (aijack.collaborative.fedavg.MPIFedAVGAPI method) (aijack.collaborative.fedgems.client.FedGEMSClient method) (aijack.collaborative.fedgems.FedGEMSClient method) (aijack.collaborative.fedmd.api.MPIFedMDAPI method) (aijack.collaborative.fedmd.client.FedMDClient method) (aijack.collaborative.fedmd.FedMDClient method) (aijack.collaborative.fedmd.MPIFedMDAPI method) (aijack.collaborative.fedprox.api.FedProxAPI method) (aijack.collaborative.fedprox.api.MPIFedProxAPI method) (aijack.collaborative.fedprox.client.FedProxClient method) (aijack.collaborative.fedprox.FedProxAPI method) (aijack.collaborative.fedprox.MPIFedProxAPI method) (aijack.collaborative.moon.client.MOONClient method) (aijack.collaborative.moon.MOONClient method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method)

log_interval (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) loss() (aijack.collaborative.fedkd.client.FedKDClient method) (aijack.collaborative.fedkd.FedKDClient method) (aijack.defense.mid.nn.VIB method) lossfunc (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) LotDataLoader (class in aijack.defense.dp.manager.dataloader)

M

MAPFClientWrapper (class in aijack.attack.poison) (class in aijack.attack.poison.mapf) matmul() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) max_iter (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) MI_FACE (class in aijack.attack.inversion) (class in aijack.attack.inversion.mi_face) mib_loss() (in module aijack.defense.mid.loss) ModelReplacementAttackClientManager (class in aijack.attack.backdoor.modelreplacement) module aijack aijack.attack aijack.attack.backdoor aijack.attack.backdoor.dba aijack.attack.backdoor.modelreplacement aijack.attack.base_attack aijack.attack.evasion aijack.attack.evasion.diva aijack.attack.evasion.evasion_attack aijack.attack.evasion.fgsm aijack.attack.freerider aijack.attack.freerider.freerider aijack.attack.inversion aijack.attack.inversion.gan_attack aijack.attack.inversion.generator_attack aijack.attack.inversion.gradientinversion aijack.attack.inversion.gradientinversion_server aijack.attack.inversion.mi_face aijack.attack.inversion.utils aijack.attack.inversion.utils.datarepextractor aijack.attack.inversion.utils.distance aijack.attack.inversion.utils.regularization aijack.attack.inversion.utils.utils aijack.attack.labelleakage aijack.attack.labelleakage.normattack aijack.attack.membership aijack.attack.membership.membership_inference aijack.attack.membership.utils aijack.attack.poison aijack.attack.poison.history aijack.attack.poison.label_flip aijack.attack.poison.mapf aijack.attack.poison.poison_attack aijack.collaborative aijack.collaborative.core aijack.collaborative.core.api aijack.collaborative.core.client aijack.collaborative.core.server aijack.collaborative.core.utils aijack.collaborative.dsfl aijack.collaborative.dsfl.api aijack.collaborative.dsfl.client aijack.collaborative.dsfl.server aijack.collaborative.fedavg aijack.collaborative.fedavg.api aijack.collaborative.fedavg.client aijack.collaborative.fedavg.server aijack.collaborative.fedexp aijack.collaborative.fedexp.server aijack.collaborative.fedgems aijack.collaborative.fedgems.api aijack.collaborative.fedgems.client aijack.collaborative.fedgems.server aijack.collaborative.fedkd aijack.collaborative.fedkd.client aijack.collaborative.fedmd aijack.collaborative.fedmd.api aijack.collaborative.fedmd.client aijack.collaborative.fedmd.nfdp aijack.collaborative.fedmd.server aijack.collaborative.fedprox aijack.collaborative.fedprox.api aijack.collaborative.fedprox.client aijack.collaborative.moon aijack.collaborative.moon.client aijack.collaborative.optimizer aijack.collaborative.optimizer.adam aijack.collaborative.optimizer.base aijack.collaborative.optimizer.sgd aijack.collaborative.splitnn aijack.collaborative.splitnn.api aijack.collaborative.splitnn.client aijack.collaborative.tree aijack.collaborative.utils aijack.defense aijack.defense.crobustness aijack.defense.crobustness.pixeldp aijack.defense.debugging aijack.defense.debugging.assertions aijack.defense.debugging.assertions.assertions aijack.defense.debugging.assertions.utils aijack.defense.debugging.neuroncoverage aijack.defense.debugging.neuroncoverage.neuroncoverage aijack.defense.dp aijack.defense.dp.manager aijack.defense.dp.manager.accountant aijack.defense.dp.manager.adadps aijack.defense.dp.manager.client aijack.defense.dp.manager.dataloader aijack.defense.dp.manager.dp_manager aijack.defense.dp.manager.dpoptimizer aijack.defense.dp.manager.rdp aijack.defense.dp.manager.utils aijack.defense.foolsgold aijack.defense.foolsgold.server aijack.defense.kanonymity aijack.defense.kanonymity.wrapper aijack.defense.mid aijack.defense.mid.loss aijack.defense.mid.nn aijack.defense.paillier aijack.defense.paillier.fed_wrapper aijack.defense.paillier.torch_wrapper aijack.defense.purifier aijack.defense.soteria aijack.defense.soteria.soteria_client aijack.defense.sparse aijack.defense.sparse.topk aijack.manager aijack.manager.base aijack.utils aijack.utils.dataloader aijack.utils.metrics aijack.utils.utils

Mondrian (class in aijack.defense.kanonymity) (class in aijack.defense.kanonymity.wrapper) MOONClient (class in aijack.collaborative.moon) (class in aijack.collaborative.moon.client) MPIFedAVGAPI (class in aijack.collaborative.fedavg) (class in aijack.collaborative.fedavg.api) MPIFedAVGClientManager (class in aijack.collaborative.fedavg) (class in aijack.collaborative.fedavg.client) MPIFedAVGServerManager (class in aijack.collaborative.fedavg) (class in aijack.collaborative.fedavg.server) MPIFedMDAPI (class in aijack.collaborative.fedmd) (class in aijack.collaborative.fedmd.api) MPIFedMDClientManager (class in aijack.collaborative.fedmd) (class in aijack.collaborative.fedmd.client) MPIFedMDServerManager (class in aijack.collaborative.fedmd) (class in aijack.collaborative.fedmd.server) MPIFedProxAPI (class in aijack.collaborative.fedprox) (class in aijack.collaborative.fedprox.api) mul() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) MultiBoxAssertionError

N

n_minus_1 (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) nearly_contains() (in module aijack.defense.debugging.assertions.assertions) NeuronCoverageTracker (class in aijack.defense.debugging.neuroncoverage.neuroncoverage) normalize_cs() (in module aijack.defense.foolsgold.server) NormAttackSplitNNManager (class in aijack.attack.labelleakage) (class in aijack.attack.labelleakage.normattack)

num_iteration (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) num_itr (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) numpy() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) NumpyDataset (class in aijack.utils.utils)

O

optimize_label (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) optimizer_class (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute)

output_lower_bound (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute) output_upper_bound (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute)

P

PaillierGradientClientManager (class in aijack.defense.paillier.fed_wrapper) PaillierTensor (class in aijack.defense.paillier.torch_wrapper) PixelDP (class in aijack.defense.crobustness.pixeldp) Poison_attack_sklearn (class in aijack.attack.poison) (class in aijack.attack.poison.poison_attack) PoissonSampler (class in aijack.defense.dp.manager.dataloader) pos_of_final_fc_layer (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) predict() (aijack.attack.membership.membership_inference.ShadowMembershipInferenceAttack method) (aijack.attack.membership.ShadowMembershipInferenceAttack method) (aijack.attack.membership.utils.AttackerModel method) (aijack.utils.utils.TorchClassifier method)

predict_proba() (aijack.attack.membership.membership_inference.ShadowMembershipInferenceAttack method) (aijack.attack.membership.ShadowMembershipInferenceAttack method) (aijack.attack.membership.utils.AttackerModel method) (aijack.utils.utils.TorchClassifier method) prepareFederatedMNISTDataloaders() (in module aijack.utils.dataloader) privatize() (aijack.defense.dp.manager.dp_manager.AdaDPSManager method) (aijack.defense.dp.manager.dp_manager.DPSGDManager method) process_func (aijack.attack.inversion.MI_FACE attribute) (aijack.attack.inversion.mi_face.MI_FACE attribute) psnr() (in module aijack.defense.debugging.assertions.assertions) Purifier_Cifar10 (class in aijack.defense.purifier) PurifierLoss() (in module aijack.defense.purifier)

R

receive() (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) (aijack.collaborative.fedmd.FedMDServer method) (aijack.collaborative.fedmd.server.FedMDServer method) receive_local_gradients() (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) receive_local_parameters() (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) reset_seed() (aijack.attack.inversion.gradientinversion.GradientInversion_Attack method) (aijack.attack.inversion.GradientInversion_Attack method) reset_step_info() (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) revert() (aijack.collaborative.fedavg.client.FedAVGClient method) (aijack.collaborative.fedavg.FedAVGClient method) revisit_phase() (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.api.MPIFedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) (aijack.collaborative.fedmd.MPIFedMDAPI method) RoundDecimal (class in aijack.utils.utils)

run() (aijack.collaborative.core.api.BaseFedAPI method) (aijack.collaborative.core.api.BaseFLKnowledgeDistillationAPI method) (aijack.collaborative.core.BaseFedAPI method) (aijack.collaborative.core.BaseFLKnowledgeDistillationAPI method) (aijack.collaborative.dsfl.api.DSFLAPI method) (aijack.collaborative.fedavg.api.FedAVGAPI method) (aijack.collaborative.fedavg.api.MPIFedAVGAPI method) (aijack.collaborative.fedavg.FedAVGAPI method) (aijack.collaborative.fedavg.MPIFedAVGAPI method) (aijack.collaborative.fedgems.api.FedGEMSAPI method) (aijack.collaborative.fedgems.FedGEMSAPI method) (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.api.MPIFedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) (aijack.collaborative.fedmd.MPIFedMDAPI method) (aijack.collaborative.fedprox.api.FedProxAPI method) (aijack.collaborative.fedprox.FedProxAPI method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method)

S

sample_noise() (aijack.defense.crobustness.pixeldp.PixelDP method) sampling_from_encoder() (aijack.defense.mid.nn.VIB method) save_loss (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) scale() (in module aijack.defense.debugging.neuroncoverage.neuroncoverage) score() (aijack.collaborative.core.api.BaseFLKnowledgeDistillationAPI method) (aijack.collaborative.core.BaseFLKnowledgeDistillationAPI method) (aijack.utils.utils.TorchClassifier method) SecureBoostClassifierAPI (in module aijack.collaborative.tree) SecureBoostClient (in module aijack.collaborative.tree) seed (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) self_evaluation_on_the_public_dataset() (aijack.collaborative.fedgems.FedGEMSServer method) (aijack.collaborative.fedgems.server.FedGEMSServer method) server_side_training() (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) SGDFLOptimizer (class in aijack.collaborative.optimizer) (class in aijack.collaborative.optimizer.sgd) ShadowMembershipInferenceAttack (class in aijack.attack.membership) (class in aijack.attack.membership.membership_inference)

ShadowModels (class in aijack.attack.membership.utils) SoteriaClientManager (class in aijack.defense.soteria.soteria_client) SparseGradientClientManager (class in aijack.defense.sparse.topk) SparseGradientServerManager (class in aijack.defense.sparse.topk) SplitNNAPI (class in aijack.collaborative.splitnn) (class in aijack.collaborative.splitnn.api) SplitNNClient (class in aijack.collaborative.splitnn) (class in aijack.collaborative.splitnn.client) step() (aijack.collaborative.optimizer.adam.AdamFLOptimizer method) (aijack.collaborative.optimizer.AdamFLOptimizer method) (aijack.collaborative.optimizer.base.BaseFLOptimizer method) (aijack.collaborative.optimizer.sgd.SGDFLOptimizer method) (aijack.collaborative.optimizer.SGDFLOptimizer method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method) (aijack.defense.dp.manager.accountant.BaseMomentAccountant method) step_through_model() (in module aijack.defense.debugging.neuroncoverage.neuroncoverage) sub() (aijack.defense.paillier.torch_wrapper.PaillierTensor method)

T

t (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) (aijack.attack.poison.poison_attack.Poison_attack_sklearn attribute) (aijack.attack.poison.Poison_attack_sklearn attribute) target_model (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) (aijack.attack.evasion.fgsm.FGSMAttacker attribute) (aijack.attack.evasion.FGSMAttacker attribute) (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute) (aijack.attack.inversion.MI_FACE attribute) (aijack.attack.inversion.mi_face.MI_FACE attribute) (aijack.attack.poison.poison_attack.Poison_attack_sklearn attribute) (aijack.attack.poison.Poison_attack_sklearn attribute) target_model_on_edge (aijack.attack.evasion.diva.DIVAWhiteBoxAttacker attribute) (aijack.attack.evasion.DIVAWhiteBoxAttacker attribute) tensor() (aijack.defense.paillier.torch_wrapper.PaillierTensor method) TorchClassifier (class in aijack.utils.utils) total_variance() (in module aijack.attack.inversion.utils.regularization) (in module aijack.utils.metrics) train() (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.BaseServer method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.core.server.BaseServer method) (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method)

train_attacker() (aijack.attack.membership.membership_inference.ShadowMembershipInferenceAttack method) (aijack.attack.membership.ShadowMembershipInferenceAttack method) train_client() (aijack.collaborative.core.api.BaseFLKnowledgeDistillationAPI method) (aijack.collaborative.core.BaseFLKnowledgeDistillationAPI method) train_client_on_public_dataset() (aijack.collaborative.fedgems.api.FedGEMSAPI method) (aijack.collaborative.fedgems.FedGEMSAPI method) train_server() (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) train_server_on_public_dataset() (aijack.collaborative.fedgems.api.FedGEMSAPI method) (aijack.collaborative.fedgems.FedGEMSAPI method) train_shadow() (aijack.attack.membership.membership_inference.ShadowMembershipInferenceAttack method) (aijack.attack.membership.ShadowMembershipInferenceAttack method) transfer_phase() (aijack.collaborative.fedmd.api.FedMDAPI method) (aijack.collaborative.fedmd.FedMDAPI method) transform_list_to_tensor() (in module aijack.collaborative.utils) try_gpu() (in module aijack.utils.utils) tv_reg_coef (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute)

U

update() (aijack.collaborative.core.BaseServer method) (aijack.collaborative.core.server.BaseServer method) (aijack.collaborative.dsfl.server.DSFLServer method) (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) (aijack.collaborative.fedexp.server.FedEXPServer method) (aijack.collaborative.fedgems.FedGEMSServer method) (aijack.collaborative.fedgems.server.FedGEMSServer method) (aijack.collaborative.fedmd.FedMDServer method) (aijack.collaborative.fedmd.server.FedMDServer method) update_from_gradients() (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method) (aijack.collaborative.fedexp.server.FedEXPServer method) update_from_parameters() (aijack.collaborative.fedavg.FedAVGServer method) (aijack.collaborative.fedavg.server.FedAVGServer method)

update_globalmodel() (aijack.collaborative.dsfl.server.DSFLServer method) upload() (aijack.collaborative.core.BaseClient method) (aijack.collaborative.core.client.BaseClient method) (aijack.collaborative.dsfl.client.DSFLClient method) (aijack.collaborative.fedavg.client.FedAVGClient method) (aijack.collaborative.fedavg.FedAVGClient method) (aijack.collaborative.fedgems.client.FedGEMSClient method) (aijack.collaborative.fedgems.FedGEMSClient method) (aijack.collaborative.fedmd.client.FedMDClient method) (aijack.collaborative.fedmd.FedMDClient method) (aijack.collaborative.splitnn.client.SplitNNClient method) (aijack.collaborative.splitnn.SplitNNClient method) upload_gradients() (aijack.collaborative.fedavg.client.FedAVGClient method) (aijack.collaborative.fedavg.FedAVGClient method) upload_parameters() (aijack.collaborative.fedavg.client.FedAVGClient method) (aijack.collaborative.fedavg.FedAVGClient method)

V

VIB (class in aijack.defense.mid.nn)

W

worker_init_fn() (in module aijack.utils.utils)

X

X_minus_1 (aijack.attack.evasion.evasion_attack.Evasion_attack_sklearn attribute) (aijack.attack.evasion.Evasion_attack_sklearn attribute) x_shape (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute)

X_train (aijack.attack.poison.poison_attack.Poison_attack_sklearn attribute) (aijack.attack.poison.Poison_attack_sklearn attribute) XGBoostClassifierAPI (in module aijack.collaborative.tree) XGBoostClient (in module aijack.collaborative.tree)

Y

y_shape (aijack.attack.inversion.gradientinversion.GradientInversion_Attack attribute) (aijack.attack.inversion.GradientInversion_Attack attribute)

y_train (aijack.attack.poison.poison_attack.Poison_attack_sklearn attribute) (aijack.attack.poison.Poison_attack_sklearn attribute)

Z

zero_grad() (aijack.collaborative.splitnn.api.SplitNNAPI method) (aijack.collaborative.splitnn.SplitNNAPI method)