3 ms·
It is. For example, machine learning teams at Microsoft run software that reads all email content on Exchange servers. There are guardrails to make sure the eng
by sn_master 6y ago
It is. For example, machine learning teams at Microsoft run software that reads all email content on Exchange servers. There are guardrails to make sure the engineers don't gain access to the data themselves, but there are accidental slip ups from time to time, and certainly a motivated engineer can always find a way to peek at the data of any inbox.
- fractionalhare 6y agoYeah. That could be resolved if the ML teams only had access to the aggregated, anonymized data or the output of the models. And if a privileged access token (for example, the one the model training flow ostensibly uses) is logged as querying specific subsets of the raw data or ferrying it out of band, that should throw an immediate alarm with an audit trail.
- deleted 6y ago[deleted]