diff --git a/moto/dynamodb2/models/__init__.py b/moto/dynamodb2/models/__init__.py
index 233c4001f..fc178dd4e 100644
--- a/moto/dynamodb2/models/__init__.py
+++ b/moto/dynamodb2/models/__init__.py
@@ -452,6 +452,17 @@ class Table(BaseModel):
         )
         return table
 
+    @classmethod
+    def delete_from_cloudformation_json(
+        cls, resource_name, cloudformation_json, region_name
+    ):
+        properties = cloudformation_json["Properties"]
+
+        table = dynamodb_backends[region_name].delete_table(
+            name=properties["TableName"]
+        )
+        return table
+
     def _generate_arn(self, name):
         return "arn:aws:dynamodb:us-east-1:123456789011:table/" + name
 
@@ -902,6 +913,9 @@ class Table(BaseModel):
             return None
         return ret
 
+    def delete(self, region_name):
+        dynamodb_backends[region_name].delete_table(self.name)
+
 
 class DynamoDBBackend(BaseBackend):
     def __init__(self, region_name=None):
diff --git a/tests/test_cloudformation/test_cloudformation_stack_crud.py b/tests/test_cloudformation/test_cloudformation_stack_crud.py
index 29faa11cf..d7e26e85d 100644
--- a/tests/test_cloudformation/test_cloudformation_stack_crud.py
+++ b/tests/test_cloudformation/test_cloudformation_stack_crud.py
@@ -4,6 +4,7 @@ import os
 import json
 
 import boto
+import boto3
 import boto.iam
 import boto.s3
 import boto.s3.key
@@ -21,6 +22,8 @@ from moto import (
     mock_s3_deprecated,
     mock_route53_deprecated,
     mock_iam_deprecated,
+    mock_dynamodb2,
+    mock_cloudformation,
 )
 from moto.cloudformation import cloudformation_backends
 
@@ -45,6 +48,30 @@ dummy_template3 = {
     },
 }
 
+dummy_template4 = {
+    "AWSTemplateFormatVersion": "2010-09-09",
+    "Resources": {
+        "myDynamoDBTable": {
+            "Type": "AWS::DynamoDB::Table",
+            "Properties": {
+                "AttributeDefinitions": [
+                    {"AttributeName": "Name", "AttributeType": "S"},
+                    {"AttributeName": "Age", "AttributeType": "S"},
+                ],
+                "KeySchema": [
+                    {"AttributeName": "Name", "KeyType": "HASH"},
+                    {"AttributeName": "Age", "KeyType": "RANGE"},
+                ],
+                "ProvisionedThroughput": {
+                    "ReadCapacityUnits": 5,
+                    "WriteCapacityUnits": 5,
+                },
+                "TableName": "Person",
+            },
+        }
+    },
+}
+
 dummy_template_json = json.dumps(dummy_template)
 dummy_template_json2 = json.dumps(dummy_template2)
 dummy_template_json3 = json.dumps(dummy_template3)
@@ -188,6 +215,34 @@ def test_describe_stack_by_stack_id():
     stack_by_id.stack_name.should.equal("test_stack")
 
 
+@mock_dynamodb2
+@mock_cloudformation_deprecated
+def test_delete_stack_dynamo_template():
+    conn = boto.connect_cloudformation()
+    dynamodb_client = boto3.client("dynamodb", region_name="us-east-1")
+    conn.create_stack("test_stack", template_body=dummy_template4)
+    table_desc = dynamodb_client.list_tables()
+    len(table_desc.get("TableNames")).should.equal(1)
+    conn.delete_stack("test_stack")
+    table_desc = dynamodb_client.list_tables()
+    len(table_desc.get("TableNames")).should.equal(0)
+    conn.create_stack("test_stack", template_body=dummy_template4)
+
+
+@mock_dynamodb2
+@mock_cloudformation
+def test_delete_stack_dynamo_template():
+    conn = boto3.client("cloudformation", region_name="us-east-1")
+    dynamodb_client = boto3.client("dynamodb", region_name="us-east-1")
+    conn.create_stack(StackName="test_stack", TemplateBody=json.dumps(dummy_template4))
+    table_desc = dynamodb_client.list_tables()
+    len(table_desc.get("TableNames")).should.equal(1)
+    conn.delete_stack(StackName="test_stack")
+    table_desc = dynamodb_client.list_tables()
+    len(table_desc.get("TableNames")).should.equal(0)
+    conn.create_stack(StackName="test_stack", TemplateBody=json.dumps(dummy_template4))
+
+
 @mock_cloudformation_deprecated
 def test_describe_deleted_stack():
     conn = boto.connect_cloudformation()