Update imports

Signed-off-by: Beat Buesser <[email protected]>

Author: Beat Buesser

art/__init__.py

@@ -4,11 +4,11 @@
 import logging.config
 
 # Project Imports
-from art import attacks
+# from art import attacks
 from art import defences
-from art import estimators
-from art import metrics
-from art import wrappers
+# from art import estimators
+# from art import metrics
+# from art import wrappers
 
 # Semantic Version
 __version__ = "1.4.0"

art/attacks/__init__.py

@@ -3,3 +3,8 @@
 """
 from art.attacks.attack import Attack, EvasionAttack, PoisoningAttack, PoisoningAttackBlackBox, PoisoningAttackWhiteBox
 from art.attacks.attack import PoisoningAttackTransformer, ExtractionAttack, InferenceAttack, AttributeInferenceAttack
+
+from art.attacks import evasion
+from art.attacks import extraction
+from art.attacks import inference
+from art.attacks import poisoning

art/defences/__init__.py

@@ -1,3 +1,8 @@
 """
 Module implementing multiple types of defences against adversarial attacks.
 """
+from art.defences import detector
+from art.defences import postprocessor
+from art.defences import preprocessor
+from art.defences import trainer
+from art.defences import transformer

art/defences/detector/__init__.py

@@ -0,0 +1,5 @@
+"""
+Module implementing detector-based defences against adversarial attacks.
+"""
+from art.defences.transformer import evasion
+from art.defences.transformer import poisoning

art/defences/detector/evasion/__init__.py

@@ -1,5 +1,5 @@
 """
-Module providing methods for detecting adversarial samples under a common interface.
+Module implementing detector-based defences against evasion attacks.
 """
 from art.defences.detector.evasion.detector import (
     BinaryInputDetector,

art/defences/detector/poison/__init__.py

@@ -0,0 +1,10 @@
+"""
+Module implementing detector-based defences against poisoning attacks.
+"""
+from art.defences.detector.poisoning.poison_filtering_defence import PoisonFilteringDefence
+from art.defences.detector.poisoning.ground_truth_evaluator import GroundTruthEvaluator
+from art.defences.detector.poisoning.activation_defence import ActivationDefence
+from art.defences.detector.poisoning.clustering_analyzer import ClusteringAnalyzer
+from art.defences.detector.poisoning.provenance_defense import ProvenanceDefense
+from art.defences.detector.poisoning.roni import RONIDefense
+from art.defences.detector.poisoning.spectral_signature_defense import SpectralSignatureDefense

art/defences/detector/poisoning/__init__.py

@@ -38,9 +38,9 @@
 
 from art.config import ART_DATA_PATH
 from art.data_generators import DataGenerator
-from art.defences.detector.poison.clustering_analyzer import ClusteringAnalyzer
-from art.defences.detector.poison.ground_truth_evaluator import GroundTruthEvaluator
-from art.defences.detector.poison.poison_filtering_defence import PoisonFilteringDefence
+from art.defences.detector.poisoning.clustering_analyzer import ClusteringAnalyzer
+from art.defences.detector.poisoning.ground_truth_evaluator import GroundTruthEvaluator
+from art.defences.detector.poisoning.poison_filtering_defence import PoisonFilteringDefence
 from art.utils import segment_by_class
 from art.visualization import create_sprite, save_image, plot_3d