diff --git a/tests/unit/test_http.py b/tests/unit/test_http.py
index cfa3cb4..e625b9a 100644
--- a/tests/unit/test_http.py
+++ b/tests/unit/test_http.py
@@ -193,7 +193,8 @@ class TestHttp(unittest.TestCase):
         self.client.get(self.test_endpoint,
                         photo=photo, album=album, tag=tag,
                         list_=[photo, album, tag],
-                        list2=["1", "2", "3"],
+                        list2=["1", False, 3],
+                        unicode_list=["1", "2", "\xfcmlaut"],
                         boolean=True,
                         unicode_="\xfcmlaut")
         params = self._last_request().querystring
@@ -201,7 +202,8 @@ class TestHttp(unittest.TestCase):
         self.assertEqual(params["album"], ["album_id"])
         self.assertEqual(params["tag"], ["tag_id"])
         self.assertEqual(params["list_"], ["photo_id,album_id,tag_id"])
-        self.assertEqual(params["list2"], ["1,2,3"])
+        self.assertEqual(params["list2"], ["1,0,3"])
+        self.assertIn(params["unicode_list"], [["1,2,\xc3\xbcmlaut"], ["1,2,\xfcmlaut"]])
         self.assertEqual(params["boolean"], ["1"])
         self.assertIn(params["unicode_"], [["\xc3\xbcmlaut"], ["\xfcmlaut"]])
 
diff --git a/trovebox/http.py b/trovebox/http.py
index 0a99fab..6021dcc 100644
--- a/trovebox/http.py
+++ b/trovebox/http.py
@@ -193,37 +193,45 @@ class Http(object):
             endpoint = "/v%d%s" % (self.config["api_version"], endpoint)
         return urlunparse((scheme, host, endpoint, '', '', ''))
 
-    @staticmethod
-    def _process_params(params):
+    def _process_params(self, params):
         """ Converts Unicode/lists/booleans inside HTTP parameters """
         processed_params = {}
         for key, value in params.items():
-            # Extract IDs from objects
-            if isinstance(value, TroveboxObject):
-                value = value.id
-
-            # Ensure value is UTF-8 encoded
-            if isinstance(value, TEXT_TYPE):
-                value = value.encode("utf-8")
-
-            # Handle lists
-            if isinstance(value, list):
-                # Make a copy of the list, to avoid overwriting the original
-                new_list = list(value)
-                # Extract IDs from objects in the list
-                for i, item in enumerate(new_list):
-                    if isinstance(item, TroveboxObject):
-                        new_list[i] = item.id
-                # Convert list to string
-                value = ','.join([str(item) for item in new_list])
-
-            # Handle booleans
-            if isinstance(value, bool):
-                value = 1 if value else 0
-            processed_params[key] = value
+            processed_params[key] = self._process_param_value(value)
 
         return processed_params
 
+    def _process_param_value(self, value):
+        """
+        Returns a UTF-8 string representation of the parameter value,
+        recursing into lists.
+        """
+        # Extract IDs from objects
+        if isinstance(value, TroveboxObject):
+            return str(value.id).encode('utf-8')
+
+        # Ensure strings are UTF-8 encoded
+        elif isinstance(value, TEXT_TYPE):
+            return value.encode("utf-8")
+
+        # Handle lists
+        elif isinstance(value, list):
+            # Make a copy of the list, to avoid overwriting the original
+            new_list = list(value)
+            # Process each item in the list
+            for i, item in enumerate(new_list):
+                new_list[i] = self._process_param_value(item)
+            # new_list elements are UTF-8 encoded strings - simply join up
+            return b','.join(new_list)
+
+        # Handle booleans
+        elif isinstance(value, bool):
+            return b"1" if value else b"0"
+
+        # Unknown - just do our best
+        else:
+            return str(value).encode("utf-8")
+
     @staticmethod
     def _process_response(response):
         """