privacy is almost easy! - unesco...according to this definition, differential privacy is a condition...

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Privacy is Almost Easy!

2nd European MIL forum Riga, 27.06.2016.Kārlis Podiņš, CERT.LV

CERT.LV

• Someone's right to keep their personal matters and relationships secret

• Freedom from unauthorized intrusion

– Sources: Merriam-Webster and Cambridge

Privacy

• Legally correct

• Totally broken

• NOR consumer protection board performance

– 33 popular apps

– 900 pages

– >30 hours

Data Sale – All of You Have AGREED to it

Industrial-Scale Privacy Breach

How is Privacy Compromised?

User disclosure

User agreement = data sale

Hacking

Advanced methods

• 2006 Netflix publishes some anonymized ratings

– 100M movie rating records

– 480k users

• Attacker model:

– A few movies watched by target

– Approximate timeframes

• Targeted deanonymization possible (Narayanan&Shmatikov 2008)

What Can Go Wrong?

Differential Privacy

Take-away

• Privacy – it's almost easy!

Thank You

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