PRIVACY IN NETWORK TRACES. Ilya Mironov Microsoft Research (Silicon Valley Campus). Anonymity vs Privacy. Anonymity = identity protection Privacy – much, much more. — Everyone of you has watched “Titanic”!. Personally Identifiable Information. “Golden Standard” of privacy reviews
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PRIVACY IN NETWORK TRACES
Ilya Mironov Microsoft Research (Silicon Valley Campus)
Anonymity = identity protection
Privacy – much, much more
— Everyone of you has watched “Titanic”!
[Narayanan & Shmatikov, Oakland 2008]
Safe to release
- Inadequate privacy
- Loss of utility
[Dinur & Nissim, PODS 2003]
[Dwork, ICALP 2006]
LINQ: C#-based data access language
PINQ: LINQ with privacy guarantees
Microsoft Research (Silicon Valley Campus) project: