diff --git a/bat/attacks/__init__.py b/bat/attacks/__init__.py
index 4538dde..b66a06c 100644
--- a/bat/attacks/__init__.py
+++ b/bat/attacks/__init__.py
@@ -9,6 +9,10 @@
 Gradient Estimation:
 
 - Bandits Attack [(Ilyas et al., 2019)](https://arxiv.org/abs/1807.07978)
+
+#### bat.attacks.simba_attack
+#### bat.attacks.square_attack
+#### bat.attacks.bandits_attack
 '''
 
 from bat.attacks.base_attack import BaseAttack