secmlt package

Subpackages

• secmlt.adv package
  • Subpackages
    • secmlt.adv.evasion package
      • Subpackages
      • Submodules
      • secmlt.adv.evasion.base_evasion_attack module
      • secmlt.adv.evasion.modular_attack module
      • secmlt.adv.evasion.perturbation_models module
      • secmlt.adv.evasion.pgd module
      • Module contents
    • secmlt.adv.poisoning package
      • Submodules
      • secmlt.adv.poisoning.backdoor module
      • secmlt.adv.poisoning.base_data_poisoning module
      • Module contents
  • Submodules
  • secmlt.adv.backends module
    • Backends
      • Backends.ADVLIB
      • Backends.FOOLBOX
      • Backends.NATIVE
  • Module contents
• secmlt.data package
  • Submodules
  • secmlt.data.distributions module
    • Distribution
      • Distribution.sample()
    • GeneralizedNormal
      • GeneralizedNormal.sample()
    • Rademacher
      • Rademacher.sample()
  • secmlt.data.lp_uniform_sampling module
    • LpUniformSampling
      • LpUniformSampling.__init__()
      • LpUniformSampling.sample()
      • LpUniformSampling.sample_like()
  • Module contents
• secmlt.manipulations package
  • Submodules
  • secmlt.manipulations.manipulation module
    • AdditiveManipulation
    • Manipulation
      • Manipulation.__call__()
      • Manipulation.__init__()
      • Manipulation._apply_manipulation()
      • Manipulation.domain_constraints
      • Manipulation.perturbation_constraints
  • Module contents
• secmlt.metrics package
  • Submodules
  • secmlt.metrics.classification module
    • Accuracy
      • Accuracy.__call__()
      • Accuracy.__init__()
    • AccuracyEnsemble
      • AccuracyEnsemble.__call__()
    • AttackSuccessRate
      • AttackSuccessRate.__init__()
    • EnsembleSuccessRate
      • EnsembleSuccessRate.__init__()
    • accuracy()
  • Module contents
• secmlt.models package
  • Subpackages
    • secmlt.models.data_processing package
      • Submodules
      • secmlt.models.data_processing.data_processing module
      • secmlt.models.data_processing.identity_data_processing module
      • Module contents
    • secmlt.models.pytorch package
      • Submodules
      • secmlt.models.pytorch.base_pytorch_nn module
      • secmlt.models.pytorch.base_pytorch_trainer module
      • secmlt.models.pytorch.early_stopping_pytorch_trainer module
      • Module contents
  • Submodules
  • secmlt.models.base_model module
    • BaseModel
      • BaseModel.__call__()
      • BaseModel.__init__()
      • BaseModel._decision_function()
      • BaseModel.decision_function()
      • BaseModel.gradient()
      • BaseModel.predict()
      • BaseModel.train()
  • secmlt.models.base_trainer module
    • BaseTrainer
      • BaseTrainer.train()
  • Module contents
• secmlt.optimization package
  • Submodules
  • secmlt.optimization.constraints module
    • ClipConstraint
      • ClipConstraint.__init__()
      • ClipConstraint._apply_constraint()
    • Constraint
      • Constraint.__call__()
    • InputSpaceConstraint
      • InputSpaceConstraint.__call__()
      • InputSpaceConstraint.__init__()
    • L0Constraint
      • L0Constraint.__init__()
      • L0Constraint.project()
    • L1Constraint
      • L1Constraint.__init__()
      • L1Constraint.project()
    • L2Constraint
      • L2Constraint.__init__()
      • L2Constraint.project()
    • LInfConstraint
      • LInfConstraint.__init__()
      • LInfConstraint.project()
    • LpConstraint
      • LpConstraint.__init__()
      • LpConstraint._apply_constraint()
      • LpConstraint.project()
    • MaskConstraint
      • MaskConstraint.__init__()
      • MaskConstraint._apply_constraint()
    • QuantizationConstraint
      • QuantizationConstraint.__init__()
  • secmlt.optimization.gradient_processing module
    • GradientProcessing
      • GradientProcessing.__call__()
    • LinearProjectionGradientProcessing
      • LinearProjectionGradientProcessing.__call__()
      • LinearProjectionGradientProcessing.__init__()
    • lin_proj_l1()
  • secmlt.optimization.initializer module
    • Initializer
      • Initializer.__call__()
    • RandomLpInitializer
      • RandomLpInitializer.__call__()
      • RandomLpInitializer.__init__()
  • secmlt.optimization.optimizer_factory module
    • OptimizerFactory
      • OptimizerFactory.OPTIMIZERS
      • OptimizerFactory.create_adam()
      • OptimizerFactory.create_from_name()
      • OptimizerFactory.create_sgd()
  • secmlt.optimization.random_perturb module
    • RandomPerturb
      • RandomPerturb.__new__()
    • RandomPerturbBase
      • RandomPerturbBase.__call__()
      • RandomPerturbBase.__init__()
      • RandomPerturbBase.get_perturb()
    • RandomPerturbL0
      • RandomPerturbL0.get_perturb()
    • RandomPerturbL1
      • RandomPerturbL1.get_perturb()
    • RandomPerturbL2
      • RandomPerturbL2.get_perturb()
    • RandomPerturbLinf
      • RandomPerturbLinf.get_perturb()
  • Module contents
• secmlt.trackers package
  • Submodules
  • secmlt.trackers.image_trackers module
    • GradientsTracker
      • GradientsTracker.__init__()
      • GradientsTracker.track()
    • SampleTracker
      • SampleTracker.__init__()
      • SampleTracker.track()
  • secmlt.trackers.tensorboard_tracker module
    • TensorboardTracker
      • TensorboardTracker.__init__()
      • TensorboardTracker.get_last_tracked()
      • TensorboardTracker.track()
  • secmlt.trackers.trackers module
    • GradientNormTracker
      • GradientNormTracker.__init__()
      • GradientNormTracker.track()
    • LossTracker
      • LossTracker.__init__()
      • LossTracker.track()
    • PerturbationNormTracker
      • PerturbationNormTracker.__init__()
      • PerturbationNormTracker.track()
    • PredictionTracker
      • PredictionTracker.__init__()
      • PredictionTracker.track()
    • ScoresTracker
      • ScoresTracker.__init__()
      • ScoresTracker.track()
    • Tracker
      • Tracker.__init__()
      • Tracker.get()
      • Tracker.get_last_tracked()
      • Tracker.track()
  • Module contents
• secmlt.utils package
  • Submodules
  • secmlt.utils.tensor_utils module
    • atleast_kd()
  • Module contents

Module contents