diff --git a/jupyter-go/Dockerfile b/jupyter-go/Dockerfile
index a05e8066..ab22ced2 100644
--- a/jupyter-go/Dockerfile
+++ b/jupyter-go/Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:2.10.2
+FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:3.2.4
 
 USER root
 
diff --git a/jupyter-pytorch/cpu.Dockerfile b/jupyter-pytorch/cpu.Dockerfile
index 29622795..75d33b7a 100644
--- a/jupyter-pytorch/cpu.Dockerfile
+++ b/jupyter-pytorch/cpu.Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:2.9.1
+FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:3.2.4
 
 USER root
 
diff --git a/jupyter-pytorch/cuda.Dockerfile b/jupyter-pytorch/cuda.Dockerfile
index 02f27fbc..3b9276d9 100644
--- a/jupyter-pytorch/cuda.Dockerfile
+++ b/jupyter-pytorch/cuda.Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:2.9.1
+FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:3.2.4
 
 USER root
 
diff --git a/jupyter-scipy/Dockerfile b/jupyter-scipy/Dockerfile
index 52541821..8f7958e5 100644
--- a/jupyter-scipy/Dockerfile
+++ b/jupyter-scipy/Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:2.9.1
+FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:3.2.4
 
 USER root
 
diff --git a/jupyter-tensorflow/cpu.Dockerfile b/jupyter-tensorflow/cpu.Dockerfile
index 29622795..75d33b7a 100644
--- a/jupyter-tensorflow/cpu.Dockerfile
+++ b/jupyter-tensorflow/cpu.Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:2.9.1
+FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:3.2.4
 
 USER root
 
diff --git a/jupyter-tensorflow/cuda.Dockerfile b/jupyter-tensorflow/cuda.Dockerfile
index a7693b24..f9be84b6 100644
--- a/jupyter-tensorflow/cuda.Dockerfile
+++ b/jupyter-tensorflow/cuda.Dockerfile
@@ -1,4 +1,4 @@
-FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:2.9.1
+FROM ghcr.io/pluralsh/kubeflow-notebooks-jupyter:3.2.4
 
 USER root