diff --git a/src/pretix/base/models/base.py b/src/pretix/base/models/base.py
index 8814ac7b80..583d0246ba 100644
--- a/src/pretix/base/models/base.py
+++ b/src/pretix/base/models/base.py
@@ -1,7 +1,7 @@
 import json
 import uuid
 
-from django.contrib.contenttypes.fields import GenericRelation
+from django.contrib.contenttypes.models import ContentType
 from django.db import models
 from django.db.models.signals import post_delete
 from django.dispatch import receiver
@@ -60,7 +60,6 @@ class LoggingMixin:
 
 
 class LoggedModel(models.Model, LoggingMixin):
-    logentries = GenericRelation('pretixbase.LogEntry')
 
     class Meta:
         abstract = True
@@ -71,4 +70,8 @@ class LoggedModel(models.Model, LoggingMixin):
 
         :return: A QuerySet of LogEntry objects
         """
-        return self.logentries.all().select_related('user', 'event')
+        from .log import LogEntry
+
+        return LogEntry.objects.filter(
+            content_type=ContentType.objects.get_for_model(type(self)), object_id=self.pk
+        ).select_related('user', 'event')
diff --git a/src/pretix/base/models/log.py b/src/pretix/base/models/log.py
index bb6c4b4f5b..c01ef64c66 100644
--- a/src/pretix/base/models/log.py
+++ b/src/pretix/base/models/log.py
@@ -130,3 +130,6 @@ class LogEntry(models.Model):
     @cached_property
     def parsed_data(self):
         return json.loads(self.data)
+
+    def delete(self, using=None, keep_parents=False):
+        raise TypeError("Logs cannot be deleted.")