citation?
citation?
They define the mathematical guarantees on privacy, which are computational guarantees against a polynomial-time adversary trying to distinguish between the analyses of two databases that differ in a single record. I.e., nobody can reasonably tell whether your information is included in the analysis.
I still would prefer a choice in the matter - a required small check box that says "record my data" or "do not record my data" XOR "erase my data". The term 'reasonably' has a very different meaning to me (assuming many unknowns in the future) over the long term.
It is either that, or people should literally stop making such a hard line distinguishing person A from person B. If the data is going to be used to make an inference from the collective to the individual, and it doesn't matter whether my data is included or not, well, shrug and thumbs up. It really depends on the context of the application. Does it determine whether my imaginary future children get to go to college or not?
The problem with data and private organizations is that we do not know what the data analysis is being used for, and as private citizens we do not have any control over how that data is mathematically reasoned about and qualitatively assessed aside from forging the data itself it (garbage in, garbage out).
And I misspoke about polynomial time adversaries. Reading closer it looks like an information theoretic guarantee.
I prefer to avoid living my life in a fishbowl.
> provably private
This does not have a mathematics definition. Private means not accessible to anyone aside from the owner. That is something that is provably private.
> information theoretic guarantee
This sounds like hand waving to get rid of actual concerns.
If I was actually typing out the opinions of my spouse word for word: whose age combined with my own is divisible by 3, how would that change your view?
In order for the data to be of any use, someone (be it the user or a trusted friend) has to be able to decrypt it. But if you (or your friend) can decrypt it, a hacker can also decrypt it. Hopefully, the hacker will find it more difficult without knowing the key. But the one in a million chance that he'll crack it on the first try exists by necessity.Even titanium breaks under stress.
In the pathological case that there's zero possibility (not even epsilon), the whole business of encryption is rendered moot because the rightful user himself cannot access the data! This means one of two things: the data is corrupt; or the data has been deleted entirely.
http://en.m.wikipedia.org/wiki/Information_flow_%28informati...