diff --git a/docker/pytorch/2.11/cpu/pyproject.toml b/docker/pytorch/2.11/cpu/pyproject.toml
index 8183de57ae34..03f0b8d084be 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==2.12.1",
     "torchvision==0.26.0",
     "torchaudio==2.11.0",
     "deepspeed==0.18.8",
@@ -28,7 +28,7 @@ dependencies = [
 [project.optional-dependencies]
 sagemaker = [
     "smclarify",
-    "sagemaker>=3.4.0",
+    "sagemaker>=3.15.0",
     "sagemaker-pytorch-training",
     "sagemaker-training",
     "mlflow>=3.9.0",
@@ -44,7 +44,7 @@ sagemaker = [
     "s3fs>=2026.2.0",
     "aiohttp>=3.14.0",
     "tornado>=6.5.6",  # CVE GHSA-3x9g-8vmp-wqvf, GHSA-mgf9-4vpg-hj56 (transitive)
-    "cryptography>=48.0.1",  # CVE GHSA-537c-gmf6-5ccf (transitive)
+    "cryptography>=49.0.0",  # CVE GHSA-537c-gmf6-5ccf (transitive)
 ]
 
 [tool.uv]
diff --git a/docker/pytorch/2.11/cuda/pyproject.toml b/docker/pytorch/2.11/cuda/pyproject.toml
index 149a9712056b..25e451b11f30 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==2.12.1",
     "torchvision==0.26.0",
     "torchaudio==2.11.0",
     "deepspeed==0.18.8",
@@ -24,7 +24,7 @@ dependencies = [
 [project.optional-dependencies]
 sagemaker = [
     "smclarify",
-    "sagemaker>=3.4.0",
+    "sagemaker>=3.15.0",
     "sagemaker-pytorch-training",
     "sagemaker-training",
     "mlflow>=3.9.0",
@@ -40,7 +40,7 @@ sagemaker = [
     "s3fs>=2026.2.0",
     "aiohttp>=3.14.0",
     "tornado>=6.5.6",  # CVE GHSA-3x9g-8vmp-wqvf, GHSA-mgf9-4vpg-hj56 (transitive)
-    "cryptography>=48.0.1",  # CVE GHSA-537c-gmf6-5ccf (transitive)
+    "cryptography>=49.0.0",  # CVE GHSA-537c-gmf6-5ccf (transitive)
 ]
 
 [tool.uv]
diff --git a/docker/pytorch/2.12/cpu/pyproject.toml b/docker/pytorch/2.12/cpu/pyproject.toml
index aa94b3e4366a..9602d89ea6fd 100644
--- a/docker/pytorch/2.12/cpu/pyproject.toml
+++ b/docker/pytorch/2.12/cpu/pyproject.toml
@@ -28,7 +28,7 @@ dependencies = [
 [project.optional-dependencies]
 sagemaker = [
     "smclarify",
-    "sagemaker>=3.4.0",
+    "sagemaker>=3.15.0",
     "sagemaker-pytorch-training",
     "sagemaker-training",
     "mlflow>=3.9.0",
@@ -44,7 +44,7 @@ sagemaker = [
     "s3fs>=2026.2.0",
     "aiohttp>=3.14.0",
     "tornado>=6.5.6",  # CVE GHSA-3x9g-8vmp-wqvf, GHSA-mgf9-4vpg-hj56 (transitive)
-    "cryptography>=48.0.1",  # CVE GHSA-537c-gmf6-5ccf (transitive)
+    "cryptography>=49.0.0",  # CVE GHSA-537c-gmf6-5ccf (transitive)
 ]
 
 [tool.uv]
diff --git a/docker/pytorch/2.12/cuda/pyproject.toml b/docker/pytorch/2.12/cuda/pyproject.toml
index b12eb485f943..10ad1f3d9a72 100644
--- a/docker/pytorch/2.12/cuda/pyproject.toml
+++ b/docker/pytorch/2.12/cuda/pyproject.toml
@@ -24,7 +24,7 @@ dependencies = [
 [project.optional-dependencies]
 sagemaker = [
     "smclarify",
-    "sagemaker>=3.4.0",
+    "sagemaker>=3.15.0",
     "sagemaker-pytorch-training",
     "sagemaker-training",
     "mlflow>=3.9.0",
@@ -40,7 +40,7 @@ sagemaker = [
     "s3fs>=2026.2.0",
     "aiohttp>=3.14.0",
     "tornado>=6.5.6",  # CVE GHSA-3x9g-8vmp-wqvf, GHSA-mgf9-4vpg-hj56 (transitive)
-    "cryptography>=48.0.1",  # CVE GHSA-537c-gmf6-5ccf (transitive)
+    "cryptography>=49.0.0",  # CVE GHSA-537c-gmf6-5ccf (transitive)
 ]
 
 [tool.uv]
diff --git a/docker/ray/pyproject.toml b/docker/ray/pyproject.toml
index 45e4b78a973e..eec7e7da3c69 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",
@@ -15,9 +15,9 @@ dependencies = [
     "pyyaml==6.0.3",
     "msgpack>=1.2.1",
     "ray[serve]==2.55.1",
-    "scikit-learn==1.8.0",
+    "scikit-learn==1.9.0",
     "soundfile==0.13.1",
-    "torch==2.10.0",
+    "torch==2.12.1",
     "torchaudio==2.10.0",
     "torchcodec==0.10.0",
     "torchvision==0.25.0",
diff --git a/docker/sklearn/1.4-2-py312/requirements.txt b/docker/sklearn/1.4-2-py312/requirements.txt
index c1348d5f6c1a..0a2a56b642f7 100644
--- a/docker/sklearn/1.4-2-py312/requirements.txt
+++ b/docker/sklearn/1.4-2-py312/requirements.txt
@@ -1,30 +1,30 @@
 boto3==1.28.57
 botocore>=1.31.57,<1.32.0
 certifi
-cryptography==46.0.7
-Flask==1.1.1
+cryptography==48.0.1
+Flask==3.1.3
 gevent==23.9.1
 gunicorn==23.0.0
 itsdangerous==2.0.1
-jinja2<3.0
+jinja2<4.0
 MarkupSafe<2.0
 model-archiver==1.0.3
 multi-model-server==1.1.1
 numpy==2.1.0
 pandas==2.3.2
-protobuf==3.20.2
+protobuf==5.29.6
 psutil==5.7.2
-pyarrow==17.0.0
+pyarrow==23.0.1
 python-dateutil
 PyYAML==6.0.1
 retrying==1.3.3
 sagemaker-containers==2.8.6.post2
 sagemaker-inference==1.2.0
 sagemaker-training==4.8.0
-scikit-learn==1.4.2
+scikit-learn==1.5.0
 scipy>=1.9.0
 setuptools==80.9.0
 six==1.16.0
-urllib3==1.26.17
-Werkzeug==2.0.3
-wheel==0.45.1
+urllib3==2.7.0
+Werkzeug==3.1.6
+wheel==0.46.2
diff --git a/docker/xgboost/3.0-5/requirements.txt b/docker/xgboost/3.0-5/requirements.txt
index 95b9ea1f1161..63e2ae8b8c90 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==48.0.1
+cryptography==49.0.0
 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==2.33.0
+requests==2.34.2
 retrying==1.3.3
 sagemaker-containers==2.8.6.post2
 sagemaker-inference==1.5.5
-scikit-learn==1.5.2
+scikit-learn==1.9.0
 scipy==1.15.0
 setuptools<81
-urllib3==1.26.20
-Werkzeug==0.15.6
-wheel==0.46.2
+urllib3==2.7.0
+Werkzeug==3.1.6
+wheel==0.47.0
diff --git a/docker/xgboost/pyproject.toml b/docker/xgboost/pyproject.toml
index d75349c91018..7e129606726e 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==48.0.1",
+    "cryptography==49.0.0",
     "cuda-python==12.9.0",
     "dask-cuda==26.4.0",
     "dask[dataframe]==2026.1.1",
@@ -24,19 +24,19 @@ dependencies = [
     "pynvml==12.0.0",
     "python-dateutil==2.9.0",
     "PyYAML==6.0.1",
-    "requests==2.33.0",
+    "requests==2.34.2",
     "retrying==1.3.3",
     "sagemaker-containers==2.8.6.post2",
     "sagemaker-inference==1.5.5",
-    "scikit-learn==1.8.0",
+    "scikit-learn==1.9.0",
     "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>=3.15",
+    "idna>=3.18",
     "tornado>=6.5.6",
     "msgpack>=1.2.1",
 ]
diff --git a/test/xgboost/requirements.txt b/test/xgboost/requirements.txt
index d371ab0d94a9..ee6e074430a1 100644
--- a/test/xgboost/requirements.txt
+++ b/test/xgboost/requirements.txt
@@ -1 +1 @@
-sagemaker>=2,<3
+sagemaker>=3.15.0,<4