diff --git a/volatility3/framework/symbols/windows/extensions/registry.py b/volatility3/framework/symbols/windows/extensions/registry.py
index 9e2f8df3b..97dd7390d 100644
--- a/volatility3/framework/symbols/windows/extensions/registry.py
+++ b/volatility3/framework/symbols/windows/extensions/registry.py
@@ -276,7 +276,16 @@ class CM_KEY_VALUE(objects.StructType):
         return RegValueTypes(self.Type)
 
     def decode_data(self) -> Union[int, bytes]:
-        """Properly decodes the data associated with the value node"""
+        """
+        Properly decodes the data associated with the value node.
+
+        If an InvalidAddressException occurs when reading data from the
+        underlying RegistryHive layer, the data will be padded with null bytes
+        of the same length.
+
+        Raises ValueError if the data cannot be read
+        Raises TypeError if the class was not instantiated on a RegistryHive layer
+        """
         # Determine if the data is stored inline
         datalen = self.DataLength
         data = b""
@@ -310,14 +319,26 @@ class CM_KEY_VALUE(objects.StructType):
                     and block_offset < layer.maximum_address
                 ):
                     amount = min(BIG_DATA_MAXLEN, datalen)
-                    data += layer.read(
-                        offset=layer.get_cell(block_offset).vol.offset, length=amount
-                    )
+                    try:
+                        data += layer.read(
+                            offset=layer.get_cell(block_offset).vol.offset,
+                            length=amount,
+                        )
+                    except exceptions.InvalidAddressException:
+                        vollog.debug(
+                            f"Failed to read {amount:x} bytes of data, padding with {amount:x}"
+                        )
                     datalen -= amount
         else:
             # Suspect Data actually points to a Cell,
             # but the length at the start could be negative so just adding 4 to jump past it
-            data = layer.read(self.Data + 4, datalen)
+            try:
+                data = layer.read(self.Data + 4, datalen)
+            except exceptions.InvalidAddressException:
+                vollog.debug(
+                    f"Failed to read {datalen:x} bytes of data, returning {datalen:x} null bytes"
+                )
+                data = b"\x00" * datalen
 
         if self.get_type() == RegValueTypes.REG_DWORD:
             if len(data) != struct.calcsize("<L"):