On 3/4/14, 2:59 AM, André Fiedler wrote:
And if someone feeds real world data, but does:

latitude + random()
longitude + random()

?

Wouldn't it mess up the geolocation service? Maybe 1 out of 100 won't
mess it up, but 1 out of 2 will.

This is a tough problem. The server can't really trust the data submitted from stumbler clients because malicious people could modify their stumbler code or write bots to upload bogus data. We could require stumblers to register a user account, but storing user data in connection with location data could be a slippery slope for privacy.

Fortunately, even if the database is flooded with bogus data, someone using (say) a Firefox OS phone to geolocate their position with query the server with the nearby Wi-Fi BSSIDs. The bogus BSSIDs are unlikely to match real-world BSSIDs, so most would never be queried. But even if someone uploaded enough bogus BSSIDs that are matches, the server is still going to compare multiple Wi-Fi AP positions and if one is suspiciously far away from the others, we can ignore it.

Real-world data is messy, so I'm definitely interested in hearing other ideas people have for cleaning up the data on the client, server, or database side. :)


chris
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