diff --git a/_vendor/modules.txt b/_vendor/modules.txt
index e5ddbc28b5..605bb74cb2 100644
--- a/_vendor/modules.txt
+++ b/_vendor/modules.txt
@@ -5,4 +5,4 @@
 # github.com/docker/cli v24.0.8-0.20231106123152-48ec4f339e2b+incompatible
 # github.com/docker/compose-cli v1.0.35
 # github.com/compose-spec/compose-spec v0.0.0-20231121152139-478928e7c9f8
-# github.com/docker/compose/v2 v2.23.1
+# github.com/docker/compose/v2 v2.23.3
diff --git a/content/compose/release-notes.md b/content/compose/release-notes.md
index e9627b02a1..450324d436 100644
--- a/content/compose/release-notes.md
+++ b/content/compose/release-notes.md
@@ -11,6 +11,27 @@ aliases:
 
 For more detailed information, see the [release notes in the Compose repo](https://github.com/docker/compose/releases/).
 
+## 2.23.3
+{{< release-date date="2023-11-22" >}}
+
+### Update
+- Dependencies upgrade: bump buildx to v0.12.0
+
+## 2.23.2
+{{< release-date date="2023-11-21" >}}
+
+### Update
+- Dependencies upgrade: bump buildkit 0.12.3 
+- Dependencies upgrade: bump docker 24.0.7 
+- Dependencies upgrade: bump cli 24.0.7 
+- Dependencies upgrade: bump 1.20.2
+
+### Bug fixes and enhancements
+- Compose now supports `builds.tags` with `push` command.
+- Compose Watch now re-builds service images at startup.
+- Now `--remove-orphans` doesn't manage disabled services as orphaned.
+- Compose displays `Building` output log only if there is at least one service to build.
+
 ## 2.23.1
 {{< release-date date="2023-11-16" >}}
 
@@ -18,18 +39,18 @@ For more detailed information, see the [release notes in the Compose repo](https
 - Dependencies upgrade: bump compose-go to v1.20.1
 
 ### Bug fixes and enhancements
-- align with OCI artifact best practices
-- introduce --resolve-image-digests for publish to seal service images
-- improve watch configuration logging
-- reject compose file using secrets|configs.driver or template_driver
-- fail start if depependency is missing by @ndeloof in #11110
-- fix SIGTERM support to stop/kill stack
-- fix --hash regression
-- fix for "Application failed to start after update" when an external network is on a watched service
-- fix --pull documentation
-- fix #11170 add newline in cmd/compose/build.go
-- render quiet after filtering applied
-- Strip project prefix from docker-compose up output
+- Aligned Compose with OCI artifact best practices.
+- Introduced `--resolve-image-digests` so users can seal service images by digest when publishing a Compose application.
+- Improved Compose Watch configuration logging.
+- Compose now rejects a Compose file using `secrets|configs.driver` or `template_driver`.
+- Compose now fails to start if a dependency is missing. 
+- Fixed SIGTERM support to stop/kill stack.
+- Fixed a `--hash` regression.
+- Fixed "Application failed to start after update" when an external network is on a watched service.
+- Fixed `--pull` documentation.
+- Fixed display by adding newline in cmd/compose/build.go.
+- Compose is rendered quiet after filtering applied.
+- Stripped project prefix from docker-compose up output.
 
 ## 2.23.0
 {{< release-date date="2023-10-18" >}}
diff --git a/go.mod b/go.mod
index dd9136d762..77fe598ba3 100644
--- a/go.mod
+++ b/go.mod
@@ -9,7 +9,7 @@ require (
 	github.com/docker/buildx v0.12.0 // indirect
 	github.com/docker/cli v24.0.8-0.20231106123152-48ec4f339e2b+incompatible // indirect
 	github.com/docker/compose-cli v1.0.35 // indirect
-	github.com/docker/compose/v2 v2.23.1 // indirect
+	github.com/docker/compose/v2 v2.23.3 // indirect
 	github.com/docker/scout-cli v1.0.9 // indirect
 	github.com/moby/buildkit v0.13.0-beta1.0.20231113205014-1efcd30d9dd6 // indirect
 	github.com/moby/moby v24.0.5+incompatible // indirect
diff --git a/go.sum b/go.sum
index b437898803..f9d55b04fe 100644
--- a/go.sum
+++ b/go.sum
@@ -70,6 +70,8 @@ github.com/docker/compose/v2 v2.23.0 h1:OX1MiAUn8LSfW0F3yOhUYnKZhnSj9qy29fSJn3tT
 github.com/docker/compose/v2 v2.23.0/go.mod h1:548Y4k6qPQXdpouRp3EPx76k/ATYU5nrxULPSOsMM9U=
 github.com/docker/compose/v2 v2.23.1 h1:wLgblcBfAgbXeNaxxKAIL//I+xgoyZ1BBbWFNfoLQ3I=
 github.com/docker/compose/v2 v2.23.1/go.mod h1:FCqosV9Gc3/QOoRgYSjVnweNqDyr6LsAyLca5VPrEGU=
+github.com/docker/compose/v2 v2.23.3 h1:2p2biZqpUvPzC8J7nDl+ankVQNCCAk2IZJ4eg1S+6BE=
+github.com/docker/compose/v2 v2.23.3/go.mod h1:lUweVMN13YR0a9M7qdKulTSMS1kYdAysYNJlFEnDMCw=
 github.com/docker/distribution v2.8.2+incompatible h1:T3de5rq0dB1j30rp0sA2rER+m322EBzniBPB6ZIzuh8=
 github.com/docker/distribution v2.8.2+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w=
 github.com/docker/go v1.5.1-1.0.20160303222718-d30aec9fd63c/go.mod h1:CADgU4DSXK5QUlFslkQu2yW2TKzFZcXq/leZfM0UH5Q=
diff --git a/hugo.yaml b/hugo.yaml
index c3aad9b4b6..2c9d8d6e61 100644
--- a/hugo.yaml
+++ b/hugo.yaml
@@ -92,7 +92,7 @@ params:
 
   latest_engine_api_version: "1.43"
   docker_ce_version: "24.0.7"
-  compose_version: "v2.23.1"
+  compose_version: "v2.23.3"
   compose_file_v3: "3.8"
   compose_file_v2: "2.4"
   buildkit_version: "0.12.3"