Trust But Verify. What to do about sensitive data.

How to handle sensitive data

Risk modelling for data access

  • How sensitive the data is: Are you storing Social Security Numbers, Credit Card information, health data, data about protected categories?
  • Who has access to it: a data scientist who is new to the project and might not be aware of all the guidelines or sales people querying client financial information are, for example, two potentially risky situations in terms of data access.

How to handle improper access

How to encourage data sharing

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