diff --git a/docs/modules/attacks/evasion.rst b/docs/modules/attacks/evasion.rst
index 39531bcea3..fdb83c0593 100644
--- a/docs/modules/attacks/evasion.rst
+++ b/docs/modules/attacks/evasion.rst
@@ -314,6 +314,12 @@ Spatial Transformations Attack
    :members:
    :special-members:
 
+Steal Now Attack Later Attack
+-----------------------------
+.. autoclass:: SNAL
+   :members:
+   :special-members:
+
 Square Attack
 -------------
 .. autoclass:: SquareAttack
diff --git a/docs/modules/defences/detector_evasion.rst b/docs/modules/defences/detector_evasion.rst
index 6547d2b81d..e55c3763cb 100644
--- a/docs/modules/defences/detector_evasion.rst
+++ b/docs/modules/defences/detector_evasion.rst
@@ -7,6 +7,11 @@ Base Class
 .. autoclass:: EvasionDetector
    :members:
 
+Be Your Own Neighborhood (BEYOND) Detector - PyTorch
+----------------------------------------------------
+.. autoclass:: BeyondDetectorPyTorch
+   :members:
+
 Binary Input Detector
 ---------------------
 .. autoclass:: BinaryInputDetector