diff --git a/docker/pytorch/2.11/cpu/pyproject.toml b/docker/pytorch/2.11/cpu/pyproject.toml
index 85d7b1889978..bad5d37ccb6a 100644
--- a/docker/pytorch/2.11/cpu/pyproject.toml
+++ b/docker/pytorch/2.11/cpu/pyproject.toml
@@ -3,7 +3,7 @@ name = "pytorch-dlc-cpu"
 version = "2.11.0"
 requires-python = ">=3.12,<3.13"
 dependencies = [
-    "torch==2.11.0",
+    "torch==2.12.0",
     "torchvision==0.26.0",
     "torchaudio==2.11.0",
     "deepspeed==0.18.8",
@@ -14,7 +14,7 @@ dependencies = [
     "requests",
     "packaging",
     "urllib3>=2.7.0",
-    "python-multipart>=0.0.27",
+    "python-multipart>=0.0.32",
     "GitPython>=3.1.50",
     "Mako>=1.3.12",
     "mpi4py",
@@ -26,7 +26,7 @@ dependencies = [
 [project.optional-dependencies]
 sagemaker = [
     "smclarify",
-    "sagemaker>=3.4.0",
+    "sagemaker>=3.13.1",
     "sagemaker-pytorch-training",
     "sagemaker-training",
     "mlflow>=3.9.0",
@@ -40,7 +40,7 @@ sagemaker = [
     "seaborn",
     "cloudpickle",
     "s3fs>=2026.2.0",
-    "aiohttp>=3.14.0",
+    "aiohttp>=3.14.1",
 ]
 
 [tool.uv]
diff --git a/docker/pytorch/2.11/cuda/pyproject.toml b/docker/pytorch/2.11/cuda/pyproject.toml
index ccf83e9cbae7..21e4ecb3be4f 100644
--- a/docker/pytorch/2.11/cuda/pyproject.toml
+++ b/docker/pytorch/2.11/cuda/pyproject.toml
@@ -3,7 +3,7 @@ name = "pytorch-dlc"
 version = "2.11.0"
 requires-python = ">=3.12,<3.13"
 dependencies = [
-    "torch==2.11.0",
+    "torch==2.12.0",
     "torchvision==0.26.0",
     "torchaudio==2.11.0",
     "deepspeed==0.18.8",
@@ -14,7 +14,7 @@ dependencies = [
     "requests",
     "packaging",
     "urllib3>=2.7.0",
-    "python-multipart>=0.0.27",
+    "python-multipart>=0.0.32",
     "GitPython>=3.1.50",
     "Mako>=1.3.12",
 ]
@@ -22,7 +22,7 @@ dependencies = [
 [project.optional-dependencies]
 sagemaker = [
     "smclarify",
-    "sagemaker>=3.4.0",
+    "sagemaker>=3.13.1",
     "sagemaker-pytorch-training",
     "sagemaker-training",
     "mlflow>=3.9.0",
@@ -36,7 +36,7 @@ sagemaker = [
     "seaborn",
     "cloudpickle",
     "s3fs>=2026.2.0",
-    "aiohttp>=3.14.0",
+    "aiohttp>=3.14.1",
 ]
 
 [tool.uv]
diff --git a/docker/ray/pyproject.toml b/docker/ray/pyproject.toml
index 78b17c793b88..bbe7ddfe66df 100644
--- a/docker/ray/pyproject.toml
+++ b/docker/ray/pyproject.toml
@@ -4,7 +4,7 @@ version = "1.1.0"
 requires-python = "==3.13.*"
 dependencies = [
     "awscli==1.44.49",
-    "pip==26.0.1",
+    "pip==26.1",
     "boto3==1.42.59",
     "fastapi==0.133.1",
     "httpx==0.28.1",
@@ -16,7 +16,7 @@ dependencies = [
     "ray[serve]==2.55.1",
     "scikit-learn==1.8.0",
     "soundfile==0.13.1",
-    "torch==2.10.0",
+    "torch==2.12.0",
     "torchaudio==2.10.0",
     "torchcodec==0.10.0",
     "torchvision==0.25.0",
diff --git a/docker/xgboost/3.0-5/requirements.txt b/docker/xgboost/3.0-5/requirements.txt
index 1247fb008388..bc25008d4a6f 100644
--- a/docker/xgboost/3.0-5/requirements.txt
+++ b/docker/xgboost/3.0-5/requirements.txt
@@ -1,15 +1,15 @@
 boto3==1.17.52
 botocore==1.20.52
 certifi==2025.4.26
-cryptography==46.0.7
+cryptography==48.0.1
 cuda-python==12.6.0
 dask-cuda==24.12.00
 dask[dataframe]==2024.11.2
-Flask==1.1.1
+Flask==3.1.3
 gevent==23.9.1
 gunicorn==23.0.0
 itsdangerous==2.0.1
-jinja2==2.11.3
+jinja2==3.1.6
 MarkupSafe==1.1.1
 matplotlib==3.9.2
 multi-model-server==1.1.2
@@ -21,13 +21,13 @@ psutil==5.8.0
 pynvml==11.4.1
 python-dateutil==2.8.2
 PyYAML==6.0.1
-requests==2.32.3
+requests==2.33.0
 retrying==1.3.3
 sagemaker-containers==2.8.6.post2
 sagemaker-inference==1.5.5
 scikit-learn==1.5.2
 scipy==1.15.0
 setuptools<81
-urllib3==1.26.20
-Werkzeug==0.15.6
-wheel==0.45.1
+urllib3==2.7.0
+Werkzeug==3.1.6
+wheel==0.46.2
diff --git a/docker/xgboost/pyproject.toml b/docker/xgboost/pyproject.toml
index 3bf854a9f1a8..875a8c536c71 100644
--- a/docker/xgboost/pyproject.toml
+++ b/docker/xgboost/pyproject.toml
@@ -7,7 +7,7 @@ dependencies = [
     "boto3==1.38.0",
     "botocore==1.38.0",
     "certifi==2025.4.26",
-    "cryptography==46.0.7",
+    "cryptography==48.0.1",
     "cuda-python==12.9.0",
     "dask-cuda==26.4.0",
     "dask[dataframe]==2026.1.1",
@@ -24,7 +24,7 @@ dependencies = [
     "pynvml==12.0.0",
     "python-dateutil==2.9.0",
     "PyYAML==6.0.1",
-    "requests==2.32.3",
+    "requests==2.33.0",
     "retrying==1.3.3",
     "sagemaker-containers==2.8.6.post2",
     "sagemaker-inference==1.5.5",
@@ -32,11 +32,11 @@ dependencies = [
     "scipy==1.15.0",
     "setuptools>=80.9.0,<81",
     "urllib3==2.7.0",
-    "Werkzeug==3.1.8",
-    "pyarrow==22.0.0",
-    "protobuf>=3.20.0,<=3.20.3",
+    "Werkzeug==3.1.6",
+    "pyarrow==23.0.1",
+    "protobuf<=7.35.1,>=7.35.1",
     "fonttools>=4.60.2",
-    "idna>=3.7",
+    "idna>=3.18",
 ]
 
 [tool.uv]
diff --git a/test/xgboost/requirements.txt b/test/xgboost/requirements.txt
index d371ab0d94a9..0ab4a042adc5 100644
--- a/test/xgboost/requirements.txt
+++ b/test/xgboost/requirements.txt
@@ -1 +1 @@
-sagemaker>=2,<3
+sagemaker>=3.13.1,<4