diff --git a/changelogs/fragments/102-no_log-false.yml b/changelogs/fragments/102-no_log-false.yml
new file mode 100644
index 000000000..b279b3c80
--- /dev/null
+++ b/changelogs/fragments/102-no_log-false.yml
@@ -0,0 +1,2 @@
+bugfixes:
+- "docker_swarm_service - mark ``secrets`` module option with ``no_log=False`` since it does not leak secrets (https://github.com/ansible-collections/community.general/pull/2001)."
diff --git a/plugins/modules/docker_swarm_service.py b/plugins/modules/docker_swarm_service.py
index 4d42a1e18..722fc0807 100644
--- a/plugins/modules/docker_swarm_service.py
+++ b/plugins/modules/docker_swarm_service.py
@@ -2598,9 +2598,9 @@ def main():
             gid=dict(type='str'),
             mode=dict(type='int'),
         )),
-        secrets=dict(type='list', elements='dict', options=dict(
-            secret_id=dict(type='str'),
-            secret_name=dict(type='str', required=True),
+        secrets=dict(type='list', elements='dict', no_log=False, options=dict(
+            secret_id=dict(type='str', no_log=False),
+            secret_name=dict(type='str', required=True, no_log=False),
             filename=dict(type='str'),
             uid=dict(type='str'),
             gid=dict(type='str'),