diff --git a/moto/emr/models.py b/moto/emr/models.py
index 58f65613c..c73923919 100644
--- a/moto/emr/models.py
+++ b/moto/emr/models.py
@@ -449,13 +449,64 @@ class FakeCluster(CloudFormationModel):
         cluster.add_tags(tags)
         return cluster
 
+    @classmethod
+    def delete_from_cloudformation_json(  # type: ignore[misc]
+        cls,
+        resource_name: str,
+        cloudformation_json: Dict[str, Any],
+        account_id: str,
+        region_name: str,
+    ) -> None:
+        emr_backend: ElasticMapReduceBackend = emr_backends[account_id][region_name]
 
-class FakeSecurityConfiguration(BaseModel):
+        emr_backend.terminate_job_flows([resource_name])
+
+
+class FakeSecurityConfiguration(CloudFormationModel):
     def __init__(self, name: str, security_configuration: str):
         self.name = name
         self.security_configuration = security_configuration
         self.creation_date_time = datetime.now(timezone.utc)
 
+    @property
+    def physical_resource_id(self) -> str:
+        return self.name
+
+    @staticmethod
+    def cloudformation_type() -> str:
+        return "AWS::EMR::SecurityConfiguration"
+
+    @classmethod
+    def create_from_cloudformation_json(  # type: ignore[misc]
+        cls,
+        resource_name: str,
+        cloudformation_json: Any,
+        account_id: str,
+        region_name: str,
+        **kwargs: Any,
+    ) -> "FakeSecurityConfiguration":
+        emr_backend: ElasticMapReduceBackend = emr_backends[account_id][region_name]
+
+        properties = cloudformation_json["Properties"]
+        return emr_backend.create_security_configuration(
+            name=properties.get("Name") or resource_name,
+            security_configuration=properties.get("SecurityConfiguration", {}),
+        )
+
+    @classmethod
+    def delete_from_cloudformation_json(  # type: ignore[misc]
+        cls,
+        resource_name: str,
+        cloudformation_json: Dict[str, Any],
+        account_id: str,
+        region_name: str,
+    ) -> None:
+        emr_backend: ElasticMapReduceBackend = emr_backends[account_id][region_name]
+
+        properties = cloudformation_json["Properties"]
+        name = properties.get("Name") or resource_name
+        emr_backend.delete_security_configuration(name)
+
 
 class ElasticMapReduceBackend(BaseBackend):
     def __init__(self, region_name: str, account_id: str):
diff --git a/tests/test_emr/test_emr_cloudformation.py b/tests/test_emr/test_emr_cloudformation.py
index 3bebfd22a..84bef4b25 100644
--- a/tests/test_emr/test_emr_cloudformation.py
+++ b/tests/test_emr/test_emr_cloudformation.py
@@ -1,6 +1,8 @@
 import json
 
 import boto3
+import pytest
+from botocore.exceptions import ClientError
 
 from moto import mock_aws
 from tests import EXAMPLE_AMI_ID
@@ -496,6 +498,7 @@ template_with_kerberos_attrs = {
         "securityConfiguration": {
             "Type": "AWS::EMR::SecurityConfiguration",
             "Properties": {
+                "Name": "mysecconfig",
                 "SecurityConfiguration": {
                     "AuthenticationConfiguration": {
                         "KerberosConfiguration": {
@@ -511,7 +514,7 @@ template_with_kerberos_attrs = {
                             },
                         }
                     }
-                }
+                },
             },
         },
         "emrRole": {
@@ -618,3 +621,14 @@ def test_create_cluster_with_kerberos_attrs():
         "KdcAdminPassword": "adminp2ss",
         "CrossRealmTrustPrincipalPassword": "p2ss",
     }
+
+    # Verify everything can be deleted
+    cf.delete_stack(StackName="teststack")
+
+    cl = emr.describe_cluster(ClusterId=cluster_id)["Cluster"]
+    assert cl["Status"]["State"] == "TERMINATED"
+
+    with pytest.raises(ClientError) as exc:
+        emr.describe_security_configuration(Name="mysecconfig")
+    err = exc.value.response["Error"]
+    assert err["Code"] == "InvalidRequestException"