diff --git a/pkg/credentialprovider/config.go b/pkg/credentialprovider/config.go
index 00a5fa90608..8b8ef911518 100644
--- a/pkg/credentialprovider/config.go
+++ b/pkg/credentialprovider/config.go
@@ -203,7 +203,7 @@ func ReadURL(url string, client *http.Client, header *http.Header) (body []byte,
 	defer resp.Body.Close()
 
 	if resp.StatusCode != http.StatusOK {
-		klog.V(2).Infof("body of failing http response: %v", resp.Body)
+		klog.V(2).InfoS("Failed to read URL", "statusCode", resp.StatusCode, "URL", url)
 		return nil, &HTTPError{
 			StatusCode: resp.StatusCode,
 			URL:        url,
diff --git a/staging/src/k8s.io/legacy-cloud-providers/gce/gcpcredential/credentialutil.go b/staging/src/k8s.io/legacy-cloud-providers/gce/gcpcredential/credentialutil.go
index 6f13eec0791..55a4988b86f 100644
--- a/staging/src/k8s.io/legacy-cloud-providers/gce/gcpcredential/credentialutil.go
+++ b/staging/src/k8s.io/legacy-cloud-providers/gce/gcpcredential/credentialutil.go
@@ -60,7 +60,7 @@ func ReadURL(url string, client *http.Client, header *http.Header) (body []byte,
 	defer resp.Body.Close()
 
 	if resp.StatusCode != http.StatusOK {
-		klog.V(2).Infof("body of failing http response: %v", resp.Body)
+		klog.V(2).InfoS("Failed to read URL", "statusCode", resp.StatusCode, "URL", url)
 		return nil, &HTTPError{
 			StatusCode: resp.StatusCode,
 			URL:        url,