diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3799b8a2db9bf..6ccca0c7f4989 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -106,6 +106,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Bump `netty` from 4.1.94.Final to 4.1.96.Final ([#9030](https://github.com/opensearch-project/OpenSearch/pull/9030))
 - Bump `io.projectreactor.netty:reactor-netty-http` from 1.1.8 to 1.1.9 ([#9147](https://github.com/opensearch-project/OpenSearch/pull/9147))
 - Bump `org.apache.maven:maven-model` from 3.9.3 to 3.9.4 ([#9148](https://github.com/opensearch-project/OpenSearch/pull/9148))
+- Bump `com.azure:azure-storage-blob` from 12.22.3 to 12.23.0 ([#9231](https://github.com/opensearch-project/OpenSearch/pull/9231))
 
 ### Changed
 - Perform aggregation postCollection in ContextIndexSearcher after searching leaves ([#8303](https://github.com/opensearch-project/OpenSearch/pull/8303))
@@ -130,4 +131,4 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Security
 
 [Unreleased 3.0]: https://github.com/opensearch-project/OpenSearch/compare/2.x...HEAD
-[Unreleased 2.x]: https://github.com/opensearch-project/OpenSearch/compare/2.10...2.x
+[Unreleased 2.x]: https://github.com/opensearch-project/OpenSearch/compare/2.10...2.x
\ No newline at end of file
diff --git a/plugins/repository-azure/build.gradle b/plugins/repository-azure/build.gradle
index 1ffb6ae4b9c95..7fd0a57189d7f 100644
--- a/plugins/repository-azure/build.gradle
+++ b/plugins/repository-azure/build.gradle
@@ -55,7 +55,7 @@ dependencies {
   api "io.netty:netty-resolver-dns:${versions.netty}"
   api "io.netty:netty-transport-native-unix-common:${versions.netty}"
   implementation project(':modules:transport-netty4')
-  api 'com.azure:azure-storage-blob:12.22.3'
+  api 'com.azure:azure-storage-blob:12.23.0'
   api 'org.reactivestreams:reactive-streams:1.0.4'
   api 'io.projectreactor:reactor-core:3.5.6'
   api 'io.projectreactor.netty:reactor-netty:1.1.8'
diff --git a/plugins/repository-azure/licenses/azure-storage-blob-12.22.3.jar.sha1 b/plugins/repository-azure/licenses/azure-storage-blob-12.22.3.jar.sha1
deleted file mode 100644
index f6c3cc6e579fa..0000000000000
--- a/plugins/repository-azure/licenses/azure-storage-blob-12.22.3.jar.sha1
+++ /dev/null
@@ -1 +0,0 @@
-0df12462c2eac3beaf25d283f707a0560853228b
\ No newline at end of file
diff --git a/plugins/repository-azure/licenses/azure-storage-blob-12.23.0.jar.sha1 b/plugins/repository-azure/licenses/azure-storage-blob-12.23.0.jar.sha1
new file mode 100644
index 0000000000000..5f32d64b00918
--- /dev/null
+++ b/plugins/repository-azure/licenses/azure-storage-blob-12.23.0.jar.sha1
@@ -0,0 +1 @@
+3eeb49d5109e812343fb436e4bbb2eecac8fe386
\ No newline at end of file