Restricted analytics on encrypted data with no decryption

Have you ever felt like you had a good reason to put data someplace but ran into too much static regarding data privacy or cybersecurity? Maybe you had a prototype that was only allowed on a test environment, but your ideal test data was only allowed on prod. Maybe you wanted to share data with an external partner, but one that compliance felt couldn't maintain cybersecurity standards to your own. If you have run into these kinds of headaches, maybe we can help. In this example, we encrypt some data, pool it while encrypted, and show how the owners can give a third-party analyst the ability to do some computations (mean, stdev) on that pooled, encrypted data but not others (decryption). #Cybersecurity #DataScience #Python

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