diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 2e4871f89c1..c66940295a1 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -79,7 +79,7 @@ To upgrade the version of TensorFlow that is embedded within TensorFlow Java, pl
 ### Upgrading TensorFlow Native Library
 
 1. Download locally the archive of the tensorflow release at https://github.com/tensorflow/tensorflow/archive/refs/tags/vX.X.X.tar.gz
-2. Compute the SHA sum using the shell command `sha256sum <tensorflow-x.x.x.tar.gz>`
+2. Compute the SHA sum using the shell command `shasum -a 256 <tensorflow-x.x.x.tar.gz>`
 3. Update `urls`, `sha256` and `strip_prefix` fields of the `org_tensorflow` archive rule in Bazel [workspace](https://github.com/tensorflow/java/blob/master/tensorflow-core/tensorflow-core-native/WORKSPACE#L19)
 4. Extract the archive in a temporary folder
 5. Copy the content of `tensorflow-x.x.x/.bazelrc` file to `tensorflow-core/tensorflow-core-native/tensorflow.bazelrc` under TensorFlow Java source tree
diff --git a/tensorflow-core/tensorflow-core-api/scripts/test_download.sh b/tensorflow-core/tensorflow-core-api/scripts/test_download.sh
index 03e4c854285..5f47ee00115 100755
--- a/tensorflow-core/tensorflow-core-api/scripts/test_download.sh
+++ b/tensorflow-core/tensorflow-core-api/scripts/test_download.sh
@@ -5,10 +5,10 @@ DOWNLOAD_FOLDER="$1"
 
 case ${PLATFORM:-} in
   'linux-x86_64')
-    TEXT_WHEEL_URL='https://files.pythonhosted.org/packages/c5/ef/5b8270e5665923bda4222f56382d9fbcb7fd6efd5fb8557ad0776848cdff/tensorflow_text-2.16.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
+    TEXT_WHEEL_URL='https://files.pythonhosted.org/packages/43/dd/8f03331107b76e63313d2089ddfbd13f15e51fb8ed73517cdd0ab3341928/tensorflow-2.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
     ;;
   'macosx-x86_64')
-    TEXT_WHEEL_URL='https://files.pythonhosted.org/packages/ed/5d/b55f48cdf98a164d293f660748c2501ea828e148250a4cadbb5b0d988735/tensorflow_text-2.16.1-cp311-cp311-macosx_10_9_x86_64.whl'
+    TEXT_WHEEL_URL='https://files.pythonhosted.org/packages/6d/69/9999c2d9e8a3b08dfcfc7e9259a05fb1da5f700936091d2eb4a7985c2776/tensorflow-2.16.2-cp311-cp311-macosx_10_15_x86_64.whl'
     ;;
   *)
     echo "TensorFlow Text distribution for ${PLATFORM} is not supported for download"
diff --git a/tensorflow-core/tensorflow-core-native/WORKSPACE b/tensorflow-core/tensorflow-core-native/WORKSPACE
index 93acef27be1..1a745b13613 100644
--- a/tensorflow-core/tensorflow-core-native/WORKSPACE
+++ b/tensorflow-core/tensorflow-core-native/WORKSPACE
@@ -18,10 +18,10 @@ http_archive(
         "find tensorflow third_party/xla/third_party/tsl -name \\*.proto | xargs sed -i.bak 's/^package tensorflow\\([^;]*\\).*$/package tensorflow\\1;\\noption java_package = \"org.tensorflow.proto\\1\";/'",
     ],
     urls = [
-       "https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.16.1.tar.gz",
+       "https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.16.2.tar.gz",
     ],
-    sha256 = "c729e56efc945c6df08efe5c9f5b8b89329c7c91b8f40ad2bb3e13900bd4876d",
-    strip_prefix = "tensorflow-2.16.1"
+    sha256 = "023849bf253080cb1e4f09386f5eb900492da2288274086ed6cfecd6d99da9eb",
+    strip_prefix = "tensorflow-2.16.2"
 )
 
 ##### Copy content of tensorflow/WORKSPACE here (make sure to change references of default package "//" to "@org_tensorflow//")
diff --git a/tensorflow-core/tensorflow-core-native/scripts/dist_download.sh b/tensorflow-core/tensorflow-core-native/scripts/dist_download.sh
index 20068238fc3..470d6d01e6b 100755
--- a/tensorflow-core/tensorflow-core-native/scripts/dist_download.sh
+++ b/tensorflow-core/tensorflow-core-native/scripts/dist_download.sh
@@ -5,23 +5,23 @@ DOWNLOAD_FOLDER="$1"
 
 case ${PLATFORM:-} in
   'linux-x86_64')
-    WHEEL_URL='https://files.pythonhosted.org/packages/9b/0b/c18d6464a19d4c9b63df8880dd3ce0c67b5145ada9092f3ac67d82726566/tensorflow_cpu-2.16.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
+    WHEEL_URL='https://files.pythonhosted.org/packages/c6/d9/f2ff325194b8e8acb6b69f303c838b0486f41b8028ec42261f2eb037a031/tensorflow_cpu-2.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
     ;;
   'linux-x86_64-gpu')
-    WHEEL_URL='https://files.pythonhosted.org/packages/58/70/e8ac764ec80810eefcbab0cb1d21dbba6cf26719c44cd6d9a5e9f0407935/tensorflow-2.16.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
+    WHEEL_URL='https://files.pythonhosted.org/packages/43/dd/8f03331107b76e63313d2089ddfbd13f15e51fb8ed73517cdd0ab3341928/tensorflow-2.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
     ;;
   'macosx-x86_64')
-    WHEEL_URL='https://files.pythonhosted.org/packages/b8/75/ce4d8eeb1fb100726634358411bc4a8b12f889f6ce560b0973c0a5dbac39/tensorflow-2.16.1-cp311-cp311-macosx_10_15_x86_64.whl'
+    WHEEL_URL='https://files.pythonhosted.org/packages/6d/69/9999c2d9e8a3b08dfcfc7e9259a05fb1da5f700936091d2eb4a7985c2776/tensorflow-2.16.2-cp311-cp311-macosx_10_15_x86_64.whl'
     ;;
   'macosx-arm64')
-    WHEEL_URL='https://files.pythonhosted.org/packages/f9/14/67e9b2b2379cb530c0412123a674d045eca387dfcfa7db1c0028857b0a66/tensorflow-2.16.1-cp311-cp311-macosx_12_0_arm64.whl'
+    WHEEL_URL='https://files.pythonhosted.org/packages/9d/72/6f09443493b9df2fd8a9585c9af4d9453762906a8e5735a8a5efa6e3d1e3/tensorflow-2.16.2-cp311-cp311-macosx_12_0_arm64.whl'
     ;;
   'windows-x86_64')
-    WHEEL_URL='https://files.pythonhosted.org/packages/e0/36/6278e4e7e69a90c00e0f82944d8f2713dd85a69d1add455d9e50446837ab/tensorflow_intel-2.16.1-cp311-cp311-win_amd64.whl'
-    CLIB_URL='https://storage.googleapis.com/tensorflow/versions/2.16.1/libtensorflow-cpu-windows-x86_64.zip'
+    WHEEL_URL='https://files.pythonhosted.org/packages/46/87/c3e4e9fe7c630f38a6984afdd1d4ed531ef9c74dc66b86f46f6bdd89d608/tensorflow_intel-2.16.2-cp311-cp311-win_amd64.whl'
+    CLIB_URL='https://storage.googleapis.com/tensorflow/versions/2.16.2/libtensorflow-cpu-windows-x86_64.zip'
     ;;
   'linux-arm64')
-    WHEEL_URL='https://files.pythonhosted.org/packages/41/ab/e5386c722548df2043c1eaadc431ea3ba0ee42a66b3af7f8013bbbacecd3/tensorflow-2.16.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl'
+    WHEEL_URL='https://files.pythonhosted.org/packages/b5/01/c03e98c8e97d151d9ce075fae210f838832eb53d8aa55669d384cb72925b/tensorflow-2.16.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl'
     ;;
   *)
     echo "TensorFlow distribution for ${PLATFORM} is not supported for download"