Past work added an audit plugin for Java[1]. I reached out to PyUp and they
have a free tool to use which can check the set of Python dependencies we
have for CVE errors. The tool works by scanning a text file of dependencies
and checking it against a CVE database. There is also support for
integration with various web based systems which we don't use. There is a
paid version which gives you the same features but the CVE database you get
access to is updated more frequently (free = monthly?, paid = daily?).

Has anyone been using the integration for Java added in [1] and has it been
generally useful?
Should we try adding PyUp to validate Beam Python's dependencies?

1:
https://lists.apache.org/thread.html/a3550051d1b7ce4454c586d1f806cd799a1ccc8776f3857308a2fc09%40%3Cdev.beam.apache.org%3E

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