diff --git a/poetry.lock b/poetry.lock
index 7861b7506fd7..ecf80f4f4799 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -241,16 +241,16 @@ aio = ["aiohttp (>=3.0)"]
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.11.0"
+version = "12.14.1"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
-azure-core = ">=1.15.0,<2.0.0"
+azure-core = ">=1.24.2,<2.0.0"
 cryptography = ">=2.1.4"
-msrest = ">=0.6.21"
+msrest = ">=0.7.1"
 
 [[package]]
 name = "babel"
@@ -3732,7 +3732,7 @@ transformers = ["transformers", "sentencepiece"]
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.7,<3.11"
-content-hash = "533c672e81e140b85ae3ae680222317abe8da25f72bda7c3c0d07533b9052edf"
+content-hash = "e5d4bb04ea1891b3f6574b20ff7eba8056f80788e4191d8dab43d93e673c6cf5"
 
 [metadata.files]
 absl-py = [
@@ -3889,8 +3889,8 @@ azure-core = [
     {file = "azure_core-1.26.1-py3-none-any.whl", hash = "sha256:726ffd1ded04a2c1cb53f9d9155cbb05ac5c1c2a29af4ef622e93e1c0a8bc92b"},
 ]
 azure-storage-blob = [
-    {file = "azure-storage-blob-12.11.0.zip", hash = "sha256:49535b3190bb69d0d9ff7a383246b14da4d2b1bdff60cae5f9173920c67ca7ee"},
-    {file = "azure_storage_blob-12.11.0-py3-none-any.whl", hash = "sha256:f3dfa605aefb453e7489328b76811a937a411761d7a1613a58c3975c556ec778"},
+    {file = "azure-storage-blob-12.14.1.zip", hash = "sha256:860d4d82985a4bfc7d3271e71275af330f54f330a754355435a7ba749ccde997"},
+    {file = "azure_storage_blob-12.14.1-py3-none-any.whl", hash = "sha256:52b84658e8df7853a3cf1c563814655b5028b979b2a87905b92aa6bb30be240e"},
 ]
 babel = [
     {file = "Babel-2.9.1-py2.py3-none-any.whl", hash = "sha256:ab49e12b91d937cd11f0b67cb259a57ab4ad2b59ac7a3b41d6c06c0ac5b0def9"},
@@ -5940,6 +5940,7 @@ ruamel-yaml-clib = [
     {file = "ruamel.yaml.clib-0.2.7-cp310-cp310-win_amd64.whl", hash = "sha256:d000f258cf42fec2b1bbf2863c61d7b8918d31ffee905da62dede869254d3b8a"},
     {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:045e0626baf1c52e5527bd5db361bc83180faaba2ff586e763d3d5982a876a9e"},
     {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-macosx_12_6_arm64.whl", hash = "sha256:721bc4ba4525f53f6a611ec0967bdcee61b31df5a56801281027a3a6d1c2daf5"},
+    {file = "ruamel.yaml.clib-0.2.7-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:41d0f1fa4c6830176eef5b276af04c89320ea616655d01327d5ce65e50575c94"},
     {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:4b3a93bb9bc662fc1f99c5c3ea8e623d8b23ad22f861eb6fce9377ac07ad6072"},
     {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-macosx_12_0_arm64.whl", hash = "sha256:a234a20ae07e8469da311e182e70ef6b199d0fbeb6c6cc2901204dd87fb867e8"},
     {file = "ruamel.yaml.clib-0.2.7-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:15910ef4f3e537eea7fe45f8a5d19997479940d9196f357152a09031c5be59f3"},
@@ -6362,18 +6363,22 @@ tensorflow-hub = [
 tensorflow-io-gcs-filesystem = [
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:22753dc28c949bfaf29b573ee376370762c88d80330fe95cfb291261eb5e927a"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:52988659f405166df79905e9859bc84ae2a71e3ff61522ba32a95e4dce8e66d2"},
+    {file = "tensorflow_io_gcs_filesystem-0.28.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9cf11d36d5aac6365f9f6c4bc71eb23346a2f5dc139c91af1e2ea06cfd7f69a7"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp310-cp310-win_amd64.whl", hash = "sha256:698d7f89e09812b9afeb47c3860797343a22f997c64ab9dab98132c61daa8a7d"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:bbf245883aa52ec687b66d0fcbe0f5f0a92d98c0b1c53e6a736039a3548d29a1"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp311-cp311-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:6d95f306ff225c5053fd06deeab3e3a2716357923cb40c44d566c11be779caa3"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp311-cp311-win_amd64.whl", hash = "sha256:5fbef5836e70026245d8d9e692c44dae2c6dbc208c743d01f5b7a2978d6b6bc6"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:00cf6a92f1f9f90b2ba2d728870bcd2a70b116316d0817ab0b91dd390c25b3fd"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f76cbe1a784841c223f6861e5f6c7e53aa6232cb626d57e76881a0638c365de6"},
+    {file = "tensorflow_io_gcs_filesystem-0.28.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b8f4b1b83ee28906881221c0a40822cbf30ebfcc3e96430f91f396309e6b452c"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp37-cp37m-win_amd64.whl", hash = "sha256:c5d99f56c12a349905ff684142e4d2df06ae68ecf50c4aad5449a5f81731d858"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:b6e2d275020fb4d1a952cd3fa546483f4e46ad91d64e90d3458e5ca3d12f6477"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a6670e0da16c884267e896ea5c3334d6fd319bd6ff7cf917043a9f3b2babb1b3"},
+    {file = "tensorflow_io_gcs_filesystem-0.28.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ebb4724594bb897f74c637c256cb9509b25fc6b83860a2a6e2a6d42fd1a1a2a"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp38-cp38-win_amd64.whl", hash = "sha256:bfed720fc691d3f45802a7bed420716805aef0939c11cebf25798906201f626e"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp39-cp39-macosx_10_14_x86_64.whl", hash = "sha256:cc062ce13ec95fb64b1fd426818a6d2b0e5be9692bc0e43a19cce115b6da4336"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:366e1eff8dbd6b64333d7061e2a8efd081ae4742614f717ced08d8cc9379eb50"},
+    {file = "tensorflow_io_gcs_filesystem-0.28.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:47944fba38f46c9137b7bc27fb293953249d437f225bf46b96bac6a177bdfe04"},
     {file = "tensorflow_io_gcs_filesystem-0.28.0-cp39-cp39-win_amd64.whl", hash = "sha256:9484893779324b2d34874b0aacf3b824eb4f22d782e75df029cbccab2e607974"},
 ]
 tensorflow-macos = [
diff --git a/pyproject.toml b/pyproject.toml
index 3f18d1586be6..f221b66dfe1e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -180,7 +180,7 @@ black = "^22.10.0"
 flake8 = "^5.0.4"
 flake8-docstrings = "^1.5.0"
 google-cloud-storage = "^2.4.0"
-azure-storage-blob = "<12.12.0"
+azure-storage-blob = "<12.15.0"
 coveralls = "^3.0.1"
 towncrier = "^22.8.0"
 toml = "^0.10.0"