diff --git a/CHANGES-5.0.md b/CHANGES-5.0.md
index 0acd981de..ddb99a079 100644
--- a/CHANGES-5.0.md
+++ b/CHANGES-5.0.md
@@ -44,10 +44,10 @@ Exceptions:
 
 * Removed management API auth for prometheus scraping endpoint /api/v5/prometheus/stats [8299](https://github.com/emqx/emqx/pull/8299)
 * Added more TCP options for exhook (gRPC) connections. [8317](https://github.com/emqx/emqx/pull/8317)
-* Allow http authz backend to return a HTTP body to indicate result `deny` | `allow` or `ignore`. [8377](https://github.com/emqx/emqx/pull/8377)
+* HTTP Servers used for authentication and authorization will now indicate the result via the response body. [8374](https://github.com/emqx/emqx/pull/8374) [8377](https://github.com/emqx/emqx/pull/8377)
 * Bulk subscribe/unsubscribe APIs [8356](https://github.com/emqx/emqx/pull/8356)
 * Added exclusive subscription [8315](https://github.com/emqx/emqx/pull/8315)
-* Improve authn failure/error counter metrics [8352](https://github.com/emqx/emqx/pull/8377) [8375](https://github.com/emqx/emqx/pull/8352)
+* Provide authentication counter metrics [8352](https://github.com/emqx/emqx/pull/8352) [8375](https://github.com/emqx/emqx/pull/8375)
 * Do not allow admin user self-deletion [8286](https://github.com/emqx/emqx/pull/8286)
 * After restart, ensure to copy `cluster-override.conf` from the clustered node which has the greatest `tnxid`. [8333](https://github.com/emqx/emqx/pull/8333)
 
@@ -57,11 +57,10 @@ Exceptions:
 * Fixed Erlang distribution over TLS [8309](https://github.com/emqx/emqx/pull/8309)
 * Made possible to override authentication configs from environment variables [8323](https://github.com/emqx/emqx/pull/8309)
 * Made authentication passwords in Mnesia database backward compatible to 4.x, so we can support data migration better. [8351](https://github.com/emqx/emqx/pull/8351)
-
 * Fix plugins upload for rpm/deb installations [8379](https://github.com/emqx/emqx/pull/8379)
 * Sync data/authz/acl.conf and data/certs from clustered nodes after a new node joins the cluster [8369](https://github.com/emqx/emqx/pull/8369)
 * Ensure auto-retry of failed resources [8371](https://github.com/emqx/emqx/pull/8371)
-* Fix matrics name `connack.auth_error` -> `packets.connack.auth_error` [8178](https://github.com/emqx/emqx/pull/8178)
+* Fix the issue that the count of `packets.connack.auth_error` is inaccurate when the client uses a protocol version below MQTT v5.0 to access [8178](https://github.com/emqx/emqx/pull/8178)
 
 ## Others