diff --git a/build/dependencies.yaml b/build/dependencies.yaml
index 6823e8d540d..049397424b0 100644
--- a/build/dependencies.yaml
+++ b/build/dependencies.yaml
@@ -216,7 +216,7 @@ dependencies:
       match: __default_go_runner_version=
 
   - name: "registry.k8s.io/pause"
-    version: 3.10.1
+    version: 3.10.2
     refPaths:
     - path: build/pause/Makefile
       match: TAG\s*\?=
diff --git a/build/pause/CHANGELOG.md b/build/pause/CHANGELOG.md
index d60ed694bf9..d05dc7990a5 100644
--- a/build/pause/CHANGELOG.md
+++ b/build/pause/CHANGELOG.md
@@ -1,3 +1,7 @@
+# 3.10.2
+
+* Updating Windows pause image base to `mcr.microsoft.com/oss/v2/kubernetes/windows-pause-image-base:v0.4.1` to add Windows Server 2025 (ltsc2025) support.
+
 # 3.10.1
 
 * Updating base image for Windows pause container to `mcr.microsoft.com/oss/kubernetes/windows-pause-image-base:v0.4.1` to pick up security fixes in the nanoserver base image. ([#130102](https://github.com/kubernetes/kubernetes/pull/130102), [@marosset](https://github.com/marosset))
diff --git a/build/pause/Makefile b/build/pause/Makefile
index 53fb498ab25..c2446d8cd6b 100644
--- a/build/pause/Makefile
+++ b/build/pause/Makefile
@@ -17,7 +17,7 @@
 REGISTRY ?= staging-k8s.gcr.io
 IMAGE = $(REGISTRY)/pause
 
-TAG ?= 3.10.1
+TAG ?= 3.10.2
 REV = $(shell git describe --contains --always --match='v*')
 
 # Architectures supported: amd64, arm, arm64, ppc64le and s390x
@@ -32,7 +32,7 @@ OUTPUT_TYPE ?= docker
 BASE.linux := scratch
 # Source for windows pause image base is located at https://github.com/microsoft/windows-pause-image-base
 # BASE.windows includes separate manifests per os.version.
-BASE.windows := mcr.microsoft.com/oss/kubernetes/windows-pause-image-base:v0.4.1@sha256:37cc10768383b55611d724a05eb18564cb5184c89b0c2faa7d4eff63475092df
+BASE.windows := mcr.microsoft.com/oss/v2/kubernetes/windows-pause-image-base:v0.4.1@sha256:ba474944e82cac8913e0a402c7727c35d469977026b636bf460f0d52112c4e4f
 BASE := ${BASE.${OS}}
 
 JQ_IMAGE := ghcr.io/jqlang/jq@sha256:a186dcd84a1e28bb48cdf3d7768b890d08621a87bb651fadb7db6815a6bf5ad5