diff --git a/pkg/iac/terraform/state/enumerator/s3.go b/pkg/iac/terraform/state/enumerator/s3.go
index 38850f3aa..ff372453a 100644
--- a/pkg/iac/terraform/state/enumerator/s3.go
+++ b/pkg/iac/terraform/state/enumerator/s3.go
@@ -3,6 +3,7 @@ package enumerator
 import (
 	"strings"
 
+	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/aws/session"
 	"github.com/aws/aws-sdk-go/service/s3"
 	"github.com/aws/aws-sdk-go/service/s3/s3iface"
@@ -45,7 +46,9 @@ func (s *S3Enumerator) Enumerate() ([]string, error) {
 	}
 	err := s.client.ListObjectsV2Pages(input, func(output *s3.ListObjectsV2Output, lastPage bool) bool {
 		for _, metadata := range output.Contents {
-			keys = append(keys, strings.Join([]string{bucket, *metadata.Key}, "/"))
+			if aws.Int64Value(metadata.Size) > 0 {
+				keys = append(keys, strings.Join([]string{bucket, *metadata.Key}, "/"))
+			}
 		}
 		return !lastPage
 	})
diff --git a/pkg/iac/terraform/state/enumerator/s3_test.go b/pkg/iac/terraform/state/enumerator/s3_test.go
index 13610f06a..3b8c09e05 100644
--- a/pkg/iac/terraform/state/enumerator/s3_test.go
+++ b/pkg/iac/terraform/state/enumerator/s3_test.go
@@ -38,12 +38,15 @@ func TestS3Enumerator_Enumerate(t *testing.T) {
 							Contents: []*s3.Object{
 								{
 									Key: awssdk.String("a/nested/prefix/state1"),
+									Size: awssdk.Int64(5),
 								},
 								{
 									Key: awssdk.String("a/nested/prefix/state2"),
+                                    Size: awssdk.Int64(2),
 								},
 								{
 									Key: awssdk.String("a/nested/prefix/state3"),
+                                    Size: awssdk.Int64(1),
 								},
 							},
 						}, false)
@@ -51,12 +54,15 @@ func TestS3Enumerator_Enumerate(t *testing.T) {
 							Contents: []*s3.Object{
 								{
 									Key: awssdk.String("a/nested/prefix/state4"),
+                                    Size: awssdk.Int64(5),
 								},
 								{
 									Key: awssdk.String("a/nested/prefix/state5"),
+                                    Size: awssdk.Int64(5),
 								},
 								{
 									Key: awssdk.String("a/nested/prefix/state6"),
+                                    Size: awssdk.Int64(5),
 								},
 							},
 						}, true)
@@ -73,6 +79,48 @@ func TestS3Enumerator_Enumerate(t *testing.T) {
 				"bucket-name/a/nested/prefix/state6",
 			},
 		},
+        {
+            name: "test that directories objects are filtered",
+            config: config.SupplierConfig{
+                Path: "bucket-name/a/nested/prefix",
+            },
+            mocks: func(client *mocks.FakeS3) {
+                input := &s3.ListObjectsV2Input{
+                    Bucket: awssdk.String("bucket-name"),
+                    Prefix: awssdk.String("a/nested/prefix"),
+                }
+                client.On(
+                    "ListObjectsV2Pages",
+                    input,
+                    mock.MatchedBy(func(callback func(res *s3.ListObjectsV2Output, lastPage bool) bool) bool {
+                        callback(&s3.ListObjectsV2Output{
+                            Contents: []*s3.Object{
+                                {
+                                    Key: awssdk.String("a/nested/prefix/state1"),
+                                    Size: awssdk.Int64(0),
+                                },
+                                {
+                                    Key: awssdk.String("a/nested/prefix/state2"),
+                                    Size: nil,
+                                },
+                                {
+                                    Key: awssdk.String("a/nested/prefix/state3"),
+                                    Size: awssdk.Int64(-1),
+                                },
+                                {
+                                    Key: awssdk.String("a/nested/prefix/state4"),
+                                    Size: awssdk.Int64(1),
+                                },
+                            },
+                        }, true)
+                        return true
+                    }),
+                ).Return(nil)
+            },
+            want: []string{
+                "bucket-name/a/nested/prefix/state4",
+            },
+        },
 		{
 			name: "test when invalid config used",
 			config: config.SupplierConfig{