Fix the security of the notebook containers

[harshad16]

Quay security scan,

Check on the fixes that can be made for notebook images to fix the security issue.
https://quay.io/repository/opendatahub/workbench-images?tab=tags

Page shows the vulnerability: https://quay.io/repository/opendatahub/workbench-images/manifest/sha256:08ca15319061594adab1663e2db15c588197d3ebb6e33eb854411102c947b3e6?tab=vulnerabilities

Acceptance criteria

• Check what package change has increased the vulnerability and create a report.
• Reduce the number of reported vulnerabilities on quay.
• Make sure the update of the package and binaries don't break the images.
• make a report for the vulnerabilities reduced in a google sheet or docs.

[rkpattnaik780]

I have compiled a list of vulnerabilities found by the Quay security scan in Python dependencies of the workbenches. Some immediate action items to be made:

• Upgrade tensorflow from 2.11.0 to 2.11.1 for habana-jupyter-1.9.0-ubi8 notebook.
• Upgrade versions of grpcio and cryptography in codeflare SDK.

Cc @harshad16

[rkpattnaik780]

Reported issue in codeflare-sdk#385.

[harshad16]

Thanks for the amazing report and for making the request upstream.
Marking this as complete.