diff --git a/Dockerfile b/Dockerfile
index 8c26d9c..65c1f5f 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
 #checkov:skip=CKV_DOCKER_2: HEALTHCHECK not required - Health checks are implemented downstream of this image
 
-FROM public.ecr.aws/ubuntu/ubuntu@sha256:65ccda647ad998c36c5b0365e308ec0b1bc770ace445d5e954d55ac8c19a9c27
+FROM public.ecr.aws/ubuntu/ubuntu@sha256:5b2fc4131b3c134a019c3ea815811de70e6ad9ee1626f59bf302558a95b436e5
 
 LABEL org.opencontainers.image.vendor="Ministry of Justice" \
       org.opencontainers.image.authors="Analytical Platform (analytical-platform@digital.justice.gov.uk)" \
@@ -15,10 +15,10 @@ ENV CONTAINER_USER="analyticalplatform" \
     ANALYTICAL_PLATFORM_DIRECTORY="/opt/analytical-platform" \
     DEBIAN_FRONTEND="noninteractive" \
     PIP_BREAK_SYSTEM_PACKAGES="1" \
-    CUDA_VERSION="12.5.1" \
+    CUDA_VERSION="12.6.1" \
     NVIDIA_DISABLE_REQUIRE="true" \
-    NVIDIA_CUDA_CUDART_VERSION="12.5.82-1" \
-    NVIDIA_CUDA_COMPAT_VERSION="555.42.06-1" \
+    NVIDIA_CUDA_CUDART_VERSION="12.6.68-1" \
+    NVIDIA_CUDA_COMPAT_VERSION="560.35.03-1" \
     NVIDIA_VISIBLE_DEVICES="all" \
     NVIDIA_DRIVER_CAPABILITIES="compute,utility" \
     LD_LIBRARY_PATH="/usr/local/nvidia/lib:/usr/local/nvidia/lib64" \
@@ -49,10 +49,10 @@ apt-get update --yes
 apt-get install --yes \
   "apt-transport-https=2.7.14build2" \
   "ca-certificates=20240203" \
-  "curl=8.5.0-2ubuntu10.3" \
+  "curl=8.5.0-2ubuntu10.4" \
   "git=1:2.43.0-1ubuntu7.1" \
   "jq=1.7.1-3build1" \
-  "python3.12=3.12.3-1ubuntu0.1" \
+  "python3.12=3.12.3-1ubuntu0.2" \
   "python3-pip=24.0+dfsg-1ubuntu1" \
   "unzip=6.0-28ubuntu4"
 
@@ -78,8 +78,8 @@ echo "deb [signed-by=/etc/apt/keyrings/nvidia.gpg] https://developer.download.nv
 apt-get update --yes
 
 apt-get install --yes \
-  "cuda-cudart-12-5=${NVIDIA_CUDA_CUDART_VERSION}" \
-  "cuda-compat-12-5=${NVIDIA_CUDA_COMPAT_VERSION}"
+  "cuda-cudart-12-6=${NVIDIA_CUDA_CUDART_VERSION}" \
+  "cuda-compat-12-6=${NVIDIA_CUDA_COMPAT_VERSION}"
 
 echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf
 echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf