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Functions225 in github.com/TrustAIResearch/MLHospital

⨍ Functions 225◇ Types & classes 54
Methodforward
(self, x)
mlh/attacks/membership_inference/attacks.py:59
Methodforward
(self, x)
mlh/attacks/membership_inference/attacks.py:77
Methodforward
(self, x)
mlh/attacks/attribute_inference/attacks.py:55
Methodforward
(self, x)
mlh/attacks/attribute_inference/attacks.py:73
Methodforward
(self, x)
mlh/attacks/attribute_inference/attacks.py:336
Methodforward
(self, x)
mlh/examples/aia_example.py:91
Methodforward
(self, x)
mlh/models/utils.py:43
Methodforward
(self, x)
mlh/models/utils.py:61
Methodforward
Forward the model.
mlh/models/membership_inference.py:68
Methodforward
(self, x)
mlh/models/attack_model.py:36
Methodforward
(self, x1, x2)
mlh/models/attack_model.py:60
Methodforward
(self, x, l)
mlh/models/attack_model.py:108
Methodforward
(self, original_label, output, gradient, embedding, loss)
mlh/models/attack_model.py:165
Methodget_data_loader
(self)
mlh/data_preprocessing/data_loader.py:278
Methodget_inference_dataset
(self, train_transform, test_transform)
mlh/data_preprocessing/data_loader.py:135
Functionget_target_shadow_dataset
(dataset, target_size=None, shadow_size=None)
mlh/data_preprocessing/dataset_preprocessing.py:81
Methodparse_info_whitebox
(self, dataloader, layers)
mlh/attacks/membership_inference/attacks.py:105
Functionperform_analysis_torch
Performs PATE analysis on predictions from teachers and combined predictions for student. Args: preds: a torch tensor of dim (num_te
mlh/defenses/pate.py:460
Functionprediction
(x)
mlh/attacks/membership_inference/attacks.py:661
Functionprepare_inference_dataset
(dataset)
mlh/data_preprocessing/dataset_preprocessing.py:104
Functionsplit_dataset
(dataset, parts=3, part_size=None)
mlh/data_preprocessing/dataset_preprocessing.py:92
Methodtrain
(self, train_loader, test_loader)
mlh/defenses/membership_inference/Normal.py:118
Methodtrain
(self, train_loader, test_loader)
mlh/defenses/membership_inference/LabelSmoothing.py:119
Methodtrain
(self, train_loader, train_loader_ordered, inference_loader_ordered, test_loader, starting_index, inference_so
mlh/defenses/membership_inference/MixupMMD.py:181
Methodtrain
(self, train_loader, test_loader)
mlh/defenses/membership_inference/DPSGD.py:86
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