impressive work jmo - thanks for open sourcing this (and OSI-compliant)
we are working on a challenge which is somewhat like a homomorphic encryption problem - I'm wondering if OpenPCC could help in some way? :
When developing websites/apps, developers generally use logs to debug production issues. However with wearables, logs can be privacy issue: imagine some AR glasses logging visual data (like someone's face). Would OpenPCC help to extract/clean/anonymize this sort of data for developers to help with their debugging?
Yep, you could run an anonymization workload inside the OpenPCC compute node. We target inference as the "workload" but it's really just attested HTTP server where you can't see inside. So, in this case your client (the wearable) would send its data first through OpenPCC to a server that runs some anonymization process.
If it's possible to anonymize on the wearable, that would be simpler.
The challenge is what does the anonymizer "do" to be perfect?
As an aside, IMO homomorphic encryption (still) isn't ready...
impressive work jmo - thanks for open sourcing this (and OSI-compliant)
we are working on a challenge which is somewhat like a homomorphic encryption problem - I'm wondering if OpenPCC could help in some way? :
When developing websites/apps, developers generally use logs to debug production issues. However with wearables, logs can be privacy issue: imagine some AR glasses logging visual data (like someone's face). Would OpenPCC help to extract/clean/anonymize this sort of data for developers to help with their debugging?
Yep, you could run an anonymization workload inside the OpenPCC compute node. We target inference as the "workload" but it's really just attested HTTP server where you can't see inside. So, in this case your client (the wearable) would send its data first through OpenPCC to a server that runs some anonymization process.
If it's possible to anonymize on the wearable, that would be simpler.
The challenge is what does the anonymizer "do" to be perfect?
As an aside, IMO homomorphic encryption (still) isn't ready...