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Democratization of Data ScienceAnil Jain
•Disperse data science expertise •Science: Easily accessible
•Data access: Privacy issues, ownership, user consent, data integrity, function creep,….
“It’s free, but they sell your information.”
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Personally Identifiable Information (PII)• Information that can be used to trace an individual’s identity1
•GDPR2 also covers physical, physiological identity, location, online identifier,…• Privacy of anonymized data?3
1OMB Memorandum M-07-16162 General Data Protection Regulation (https://eugdpr.org)3 ”Algorithms can identify 99.98% of Americans with as few as 15 attributes, such as gender, ZIP code or marital status”, Nature Communications, 23 July, 2019
“Data is the new oil? Absolutely –toxic if mishandled!...”
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Who Can You Trust with Data? Data?
Google Fined $22M (2012)
Facebook Fined $5bn (2019)SF Bans Face Recognition (2019)
A Hacker Accessed 100M Capital One Credit Card Accounts (2019)
Equifax Data Breach Exposing 147M Personal Info Settlement for $425M (2019)
3 Massachusetts hospitals fined $1Mfor HIPAA violations (2019)
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Privacy v. Security
A.I. Enhances Health Care, But Is Privacy the Cost? NY Times, August 1, 2019