docs: register FIA

daisylab-bit · Feb 26, 2024 · d57a3ae · d57a3ae
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diff --git a/README.md b/README.md
@@ -58,6 +58,7 @@ Gradient-based attacks:
 |  VMI-FGSM  | $\ell_\infty$ | [Enhancing the Transferability of Adversarial Attacks through Variance Tuning](https://arxiv.org/abs/2103.15571)           | `torchattack.VMIFGSM`  |
 |  VNI-FGSM  | $\ell_\infty$ | [Enhancing the Transferability of Adversarial Attacks through Variance Tuning](https://arxiv.org/abs/2103.15571)           | `torchattack.VNIFGSM`  |
 |   Admix    | $\ell_\infty$ | [Admix: Enhancing the Transferability of Adversarial Attacks](https://arxiv.org/abs/2102.00436)                            | `torchattack.Admix`    |
+|    FIA     | $\ell_\infty$ | [Feature Importance-aware Transferable Adversarial Attacks](https://arxiv.org/abs/2107.14185)                              | `torchattack.FIA`      |
 
 Others:
 

diff --git a/src/torchattack/__init__.py b/src/torchattack/__init__.py
@@ -2,6 +2,7 @@
 from torchattack.deepfool import DeepFool
 from torchattack.difgsm import DIFGSM
 from torchattack.fgsm import FGSM
+from torchattack.fia import FIA
 from torchattack.geoda import GeoDA
 from torchattack.mifgsm import MIFGSM
 from torchattack.nifgsm import NIFGSM
@@ -18,6 +19,7 @@
     'Admix',
     'DeepFool',
     'DIFGSM',
+    'FIA',
     'FGSM',
     'GeoDA',
     'MIFGSM',