Automatic merge from submit-queue. If you want to cherry-pick this change to another branch, please follow the instructions <a href="https://github.com/kubernetes/community/blob/master/contributors/devel/cherry-picks.md">here</a>.
Update to use debian-base:0.3.2
**What this PR does / why we need it**: uses the fixed debian-base image from #67222.
Also includes a small fix for a bug in the debian-base Makefile that I introduced in that same PR.
This is basically a rehash of #67026.
**Release note**:
```release-note
NONE
```
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