diff --git a/openedx_learning/__init__.py b/openedx_learning/__init__.py
index fe8603ba..fcfa685c 100644
--- a/openedx_learning/__init__.py
+++ b/openedx_learning/__init__.py
@@ -1,4 +1,4 @@
 """
 Open edX Learning ("Learning Core").
 """
-__version__ = "0.2.2"
+__version__ = "0.2.3"
diff --git a/openedx_tagging/core/tagging/rest_api/v1/filters.py b/openedx_tagging/core/tagging/rest_api/v1/filters.py
new file mode 100644
index 00000000..a7c745e0
--- /dev/null
+++ b/openedx_tagging/core/tagging/rest_api/v1/filters.py
@@ -0,0 +1,19 @@
+"""
+API Filters for content
+"""
+
+from rest_framework.filters import BaseFilterBackend
+
+from ... import rules as oel_tagging
+
+
+class ObjectTagTaxonomyFilterBackend(BaseFilterBackend):
+    """
+    Filter for ObjectTagViewSet to only show taxonomies that the user can view.
+    """
+
+    def filter_queryset(self, request, queryset, _):
+        if oel_tagging.is_taxonomy_admin(request.user):
+            return queryset
+
+        return queryset.filter(taxonomy__enabled=True)
diff --git a/openedx_tagging/core/tagging/rest_api/v1/views.py b/openedx_tagging/core/tagging/rest_api/v1/views.py
index f940add1..f6ee3248 100644
--- a/openedx_tagging/core/tagging/rest_api/v1/views.py
+++ b/openedx_tagging/core/tagging/rest_api/v1/views.py
@@ -26,6 +26,7 @@
 from ...models import Taxonomy
 from ...rules import ChangeObjectTagPermissionItem
 from ..paginators import SEARCH_TAGS_THRESHOLD, TAGS_THRESHOLD, DisabledTagsPagination, TagsPagination
+from .filters import ObjectTagTaxonomyFilterBackend
 from .permissions import ObjectTagObjectPermissions, TagListPermissions, TaxonomyObjectPermissions
 from .serializers import (
     ObjectTagListQueryParamsSerializer,
@@ -228,6 +229,7 @@ class ObjectTagView(
 
     serializer_class = ObjectTagSerializer
     permission_classes = [ObjectTagObjectPermissions]
+    filter_backends = [ObjectTagTaxonomyFilterBackend]
     lookup_field = "object_id"
 
     def get_queryset(self) -> models.QuerySet:
@@ -242,6 +244,18 @@ def get_queryset(self) -> models.QuerySet:
         )
         query_params.is_valid(raise_exception=True)
         taxonomy_id = query_params.data.get("taxonomy", None)
+
+        # Checks the permission for the object_id
+        objectid_perm = self.request.user.has_perm(
+            "oel_tagging.view_objecttag_objectid",
+            # The obj arg expects an object, but we are passing a string
+            object_id,  # type: ignore[arg-type]
+        )
+
+        if not objectid_perm:
+            raise PermissionDenied(
+                "You do not have permission to view object tags for this object_id."
+            )
         return get_object_tags(object_id, taxonomy_id)
 
     def retrieve(self, request, *args, **kwargs):
@@ -255,7 +269,7 @@ def retrieve(self, request, *args, **kwargs):
         path and returns a it as a single result however that is not
         behavior we want.
         """
-        object_tags = self.get_queryset()
+        object_tags = self.filter_queryset(self.get_queryset())
         serializer = ObjectTagSerializer(object_tags, many=True)
         return Response(serializer.data)
 
diff --git a/openedx_tagging/core/tagging/rules.py b/openedx_tagging/core/tagging/rules.py
index 00ec8811..21e755bf 100644
--- a/openedx_tagging/core/tagging/rules.py
+++ b/openedx_tagging/core/tagging/rules.py
@@ -65,6 +65,16 @@ def can_change_tag(user: UserType, tag: Tag | None = None) -> bool:
     )
 
 
+@rules.predicate
+def can_view_object_tag_objectid(_user: UserType, _object_id: str) -> bool:
+    """
+    Nobody can view object tags without checking the permission for the tagged object.
+
+    This rule should be defined in other apps for proper permission checking.
+    """
+    return False
+
+
 @rules.predicate
 def can_change_object_tag_objectid(_user: UserType, _object_id: str) -> bool:
     """
@@ -74,7 +84,6 @@ def can_change_object_tag_objectid(_user: UserType, _object_id: str) -> bool:
     """
     return False
 
-
 @rules.predicate
 def can_change_object_tag(
     user: UserType, perm_obj: ChangeObjectTagPermissionItem | None = None
@@ -124,5 +133,6 @@ def can_change_object_tag(
 rules.add_perm("oel_tagging.view_objecttag", rules.always_allow)
 
 # Users can tag objects using tags from any taxonomy that they have permission to view
+rules.add_perm("oel_tagging.view_objecttag_taxonomy", can_view_taxonomy)
 rules.add_perm("oel_tagging.change_objecttag_taxonomy", can_view_taxonomy)
 rules.add_perm("oel_tagging.change_objecttag_objectid", can_change_object_tag_objectid)
diff --git a/tests/openedx_tagging/core/tagging/test_views.py b/tests/openedx_tagging/core/tagging/test_views.py
index 9183ee5f..14aaebfc 100644
--- a/tests/openedx_tagging/core/tagging/test_views.py
+++ b/tests/openedx_tagging/core/tagging/test_views.py
@@ -479,14 +479,15 @@ def _object_permission(_user, object_id: str) -> bool:
 
         # Override the object permission for the test
         rules.set_perm("oel_tagging.change_objecttag_objectid", _object_permission)
+        rules.set_perm("oel_tagging.view_objecttag_objectid", _object_permission)
 
     @ddt.data(
         (None, "abc", status.HTTP_403_FORBIDDEN, None),
-        ("user", "abc", status.HTTP_200_OK, 81),
+        ("user", "abc", status.HTTP_200_OK, 51),
         ("staff", "abc", status.HTTP_200_OK, 81),
         (None, "non-existing-id", status.HTTP_403_FORBIDDEN, None),
-        ("user", "non-existing-id", status.HTTP_200_OK, 0),
-        ("staff", "non-existing-id", status.HTTP_200_OK, 0),
+        ("user", "non-existing-id", status.HTTP_403_FORBIDDEN, None),
+        ("staff", "non-existing-id", status.HTTP_403_FORBIDDEN, None),
     )
     @ddt.unpack
     def test_retrieve_object_tags(self, user_attr, object_id, expected_status, expected_count):