diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5511b69ca519..88fa244a033ff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -120,7 +120,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Bump Apache Lucene to 9.6.0 ([#7505](https://github.com/opensearch-project/OpenSearch/pull/7505))
 - Bump `com.google.cloud:google-cloud-core-http` from 1.93.3 to 2.17.0 (#7488)
 - Bump `com.google.guava:guava` from 30.1.1-jre to 31.1-jre (#7565)
-- Bump `com.azure:azure-storage-common` from 12.20.0 to 12.21.0 (#7566)
+- Bump `com.azure:azure-storage-common` from 12.20.0 to 12.21.1 (#7566, #7814)
 - Bump `org.apache.commons:commons-compress` from 1.22 to 1.23.0 (#7563)
 - Bump `jackson` from 2.15.0 to 2.15.1 ([#7603](https://github.com/opensearch-project/OpenSearch/pull/7603))
 - Bump `net.minidev:json-smart` from 2.4.10 to 2.4.11 (#7660)
@@ -152,4 +152,4 @@ 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/2.7...2.x
+[Unreleased 2.x]: https://github.com/opensearch-project/OpenSearch/compare/2.7...2.x
\ No newline at end of file
diff --git a/plugins/repository-azure/build.gradle b/plugins/repository-azure/build.gradle
index c32660a3de259..c202a7902a4e1 100644
--- a/plugins/repository-azure/build.gradle
+++ b/plugins/repository-azure/build.gradle
@@ -46,7 +46,7 @@ opensearchplugin {
 dependencies {
   api 'com.azure:azure-core:1.39.0'
   api 'com.azure:azure-json:1.0.1'
-  api 'com.azure:azure-storage-common:12.21.0'
+  api 'com.azure:azure-storage-common:12.21.1'
   api 'com.azure:azure-core-http-netty:1.12.8'
   api "io.netty:netty-codec-dns:${versions.netty}"
   api "io.netty:netty-codec-socks:${versions.netty}"
diff --git a/plugins/repository-azure/licenses/azure-storage-common-12.21.0.jar.sha1 b/plugins/repository-azure/licenses/azure-storage-common-12.21.0.jar.sha1
deleted file mode 100644
index 7bfa9273776e8..0000000000000
--- a/plugins/repository-azure/licenses/azure-storage-common-12.21.0.jar.sha1
+++ /dev/null
@@ -1 +0,0 @@
-0aeabde8faba0ab8b73eadbedfc3c4e52112f5c4
\ No newline at end of file
diff --git a/plugins/repository-azure/licenses/azure-storage-common-12.21.1.jar.sha1 b/plugins/repository-azure/licenses/azure-storage-common-12.21.1.jar.sha1
new file mode 100644
index 0000000000000..97baa70f28f05
--- /dev/null
+++ b/plugins/repository-azure/licenses/azure-storage-common-12.21.1.jar.sha1
@@ -0,0 +1 @@
+3dd1e186f4e0815eb9f5c1a5bf3090ff4467a03a
\ No newline at end of file