Fast Minimum-norm Attack (#628)

* feat: add Fast-Minimum-Norm attack * fix: fixed some problem with tf backend * docs: added attacks to docs * test: added tests for FMN * fix: formatting black * fix: mypy fixes * fix: mypy fixes * fix: improved coverage * fix: fix error with tf backend * fix: fix format * test: do tests on FMN
bethgelab · Jun 4, 2021 · 91ecafc · 91ecafc
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diff --git a/docs/modules/attacks.rst b/docs/modules/attacks.rst
@@ -47,6 +47,10 @@
    L1BrendelBethgeAttack
    L2BrendelBethgeAttack
    LinfinityBrendelBethgeAttack
+   L0FMNAttack
+   L1FMNAttack
+   L2FMNAttack
+   LInfFMNAttack
 
    FGM
    FGSM
@@ -93,6 +97,10 @@
 .. autoclass:: L1BrendelBethgeAttack
 .. autoclass:: L2BrendelBethgeAttack
 .. autoclass:: LinfinityBrendelBethgeAttack
+.. autoclass:: L0FMNAttack
+.. autoclass:: L1FMNAttack
+.. autoclass:: L2FMNAttack
+.. autoclass:: LInfFMNAttack
 
 .. autoclass:: FGM
 .. autoclass:: FGSM

diff --git a/foolbox/attacks/__init__.py b/foolbox/attacks/__init__.py
@@ -57,6 +57,12 @@
     L2BrendelBethgeAttack,
     LinfinityBrendelBethgeAttack,
 )
+from .fast_minimum_norm import (  # noqa: F401
+    L0FMNAttack,
+    L1FMNAttack,
+    L2FMNAttack,
+    LInfFMNAttack,
+)
 from .gen_attack import GenAttack  # noqa: F401
 
 # from .blended_noise import LinearSearchBlendedUniformNoiseAttack  # noqa: F401