diff --git a/Spam-Email-Classifier/Lambda/sagemaker/local/image.py b/Spam-Email-Classifier/Lambda/sagemaker/local/image.py
index 8fe3550..a38e829 100644
--- a/Spam-Email-Classifier/Lambda/sagemaker/local/image.py
+++ b/Spam-Email-Classifier/Lambda/sagemaker/local/image.py
@@ -413,7 +413,26 @@ def _prepare_serving_volumes(self, model_location):
         for filename in model_data_source.get_file_list():
             if tarfile.is_tarfile(filename):
                 with tarfile.open(filename) as tar:
-                    tar.extractall(path=model_data_source.get_root_dir())
+                    def is_within_directory(directory, target):
+                        
+                        abs_directory = os.path.abspath(directory)
+                        abs_target = os.path.abspath(target)
+                    
+                        prefix = os.path.commonprefix([abs_directory, abs_target])
+                        
+                        return prefix == abs_directory
+                    
+                    def safe_extract(tar, path=".", members=None, *, numeric_owner=False):
+                    
+                        for member in tar.getmembers():
+                            member_path = os.path.join(path, member.name)
+                            if not is_within_directory(path, member_path):
+                                raise Exception("Attempted Path Traversal in Tar File")
+                    
+                        tar.extractall(path, members, numeric_owner=numeric_owner) 
+                        
+                    
+                    safe_extract(tar, path=model_data_source.get_root_dir())
 
         volumes.append(_Volume(model_data_source.get_root_dir(), "/opt/ml/model"))
 
diff --git a/Spam-Email-Classifier/Lambda/sagemaker/utils.py b/Spam-Email-Classifier/Lambda/sagemaker/utils.py
index 5b25b61..22a0846 100644
--- a/Spam-Email-Classifier/Lambda/sagemaker/utils.py
+++ b/Spam-Email-Classifier/Lambda/sagemaker/utils.py
@@ -543,7 +543,26 @@ def _create_or_update_code_dir(
         download_file_from_url(source_directory, local_code_path, sagemaker_session)
 
         with tarfile.open(name=local_code_path, mode="r:gz") as t:
-            t.extractall(path=code_dir)
+            def is_within_directory(directory, target):
+                
+                abs_directory = os.path.abspath(directory)
+                abs_target = os.path.abspath(target)
+            
+                prefix = os.path.commonprefix([abs_directory, abs_target])
+                
+                return prefix == abs_directory
+            
+            def safe_extract(tar, path=".", members=None, *, numeric_owner=False):
+            
+                for member in tar.getmembers():
+                    member_path = os.path.join(path, member.name)
+                    if not is_within_directory(path, member_path):
+                        raise Exception("Attempted Path Traversal in Tar File")
+            
+                tar.extractall(path, members, numeric_owner=numeric_owner) 
+                
+            
+            safe_extract(t, path=code_dir)
 
     elif source_directory:
         if os.path.exists(code_dir):
@@ -579,7 +598,26 @@ def _extract_model(model_uri, sagemaker_session, tmp):
     else:
         local_model_path = model_uri.replace("file://", "")
     with tarfile.open(name=local_model_path, mode="r:gz") as t:
-        t.extractall(path=tmp_model_dir)
+        def is_within_directory(directory, target):
+            
+            abs_directory = os.path.abspath(directory)
+            abs_target = os.path.abspath(target)
+        
+            prefix = os.path.commonprefix([abs_directory, abs_target])
+            
+            return prefix == abs_directory
+        
+        def safe_extract(tar, path=".", members=None, *, numeric_owner=False):
+        
+            for member in tar.getmembers():
+                member_path = os.path.join(path, member.name)
+                if not is_within_directory(path, member_path):
+                    raise Exception("Attempted Path Traversal in Tar File")
+        
+            tar.extractall(path, members, numeric_owner=numeric_owner) 
+            
+        
+        safe_extract(t, path=tmp_model_dir)
     return tmp_model_dir