Research Alternative Solution to PII Filter

[arng4108]

💡 Summary

A new, alternative solution to filtering PII out of data needs to be researched - with an emphasis on performance and minimal execution time impact.

Motivation and context

We currently have some PII filter code, however, it causes such a large impact on execution time that it's not feasible to use. We need to find a PII filter solution that doesn't have this problem (or greatly reduces it)

Implementation notes

• Research needed for PII filter techniques
• Evaluate how each technique impacts execution time
• Need to find a solution that strikes a balance between accurately redacting PII and not hurting execution time too much

Acceptance criteria

• Research alternative PII filter techniques
• Evaluate each one and measure its impact on execution time
• Once an ideal candidate is found, implement and test it
• If the new solution works well, put it into normal use