4 ms·

I'm gonna take a wild guess, and say that the NSA has a monopoly on the talent for this field.

rl3 9y ago
The Snowden leaks confirmed NSA has the ability to conduct co-traveler inference.[0] In other words: finding mobile devices proximate to a targeted mobile device, based on similar vectors. Perhaps even making associations in absence of targeting via patterns in device proximity over time. It probably gets real interesting when they're trying to distinguish between various modes of transit, such as a city bus, an Uber/Lyft/taxi, and a private vehicle not participating in rideshares. Of those examples, the latter would suggest the highest degree of association. Pure speculation, but I wouldn't doubt they take a peek at ridesharing data for co-traveler inference purposes. Knowing if a rideshare driver is on or off the clock would be incredibly valuable information in that context. [0] https://www.washingtonpost.com/apps/g/page/world/how-the-nsa-is-tracking-people-right-now/634/ https://www.washingtonpost.com/apps/g/page/world/how-the-nsa...
- jandrewrogers 9y ago
  Graph reconstruction from space-time event data goes far beyond the above in terms of capability. You can infer relationships between people that never co-travel, infer that people have been places that are not in the event data, etc by stitching together large numbers of orthogonal event streams over long periods of time. It is straightforward to distinguish between various modes of transit analytically. The "metadata" that simply indicates an event in space-time is far more valuable analytically than the data because it is possible to reconstruct so much with it that isn't contained within the data per se. I was doing all of this five years ago, the capability has been around for a while.
  - pjc50 9y ago
    Do you ever worry that this data might be used for bad purposes?
deleted 9y ago
[deleted]
user5994461 9y ago
Mapping is wide and common industry, just like web or finance. The NSA only recruits in the USA. It's a fraction of the talent pool of the planet.
- compuguy 9y ago
  Its actually smaller. At minimum you have to be a naturalized or native born citizen of the USA for many jobs in the US Government. For the NSA, add the requirement of having a current clearance or the time to get one (worst case years).
- cmahler7 9y ago
  NSA violate the constitution on a daily basis, I'm sure they have a loophole to get whatever talent they need
  - FractalNerve 9y ago
    Care to elaborate?
frankydp 9y ago
Most of this talent is in the private sector. Primarily around traffic.
jandrewrogers 9y ago
The handful of people I know that are real experts at the data science are all in the private sector.

rl3 9y ago

The Snowden leaks confirmed NSA has the ability to conduct co-traveler inference.[0] In other words: finding mobile devices proximate to a targeted mobile device, based on similar vectors. Perhaps even making associations in absence of targeting via patterns in device proximity over time. It probably gets real interesting when they're trying to distinguish between various modes of transit, such as a city bus, an Uber/Lyft/taxi, and a private vehicle not participating in rideshares. Of those examples, the latter would suggest the highest degree of association. Pure speculation, but I wouldn't doubt they take a peek at ridesharing data for co-traveler inference purposes. Knowing if a rideshare driver is on or off the clock would be incredibly valuable information in that context. [0] https://www.washingtonpost.com/apps/g/page/world/how-the-nsa-is-tracking-people-right-now/634/ https://www.washingtonpost.com/apps/g/page/world/how-the-nsa...

jandrewrogers 9y ago
Graph reconstruction from space-time event data goes far beyond the above in terms of capability. You can infer relationships between people that never co-travel, infer that people have been places that are not in the event data, etc by stitching together large numbers of orthogonal event streams over long periods of time. It is straightforward to distinguish between various modes of transit analytically. The "metadata" that simply indicates an event in space-time is far more valuable analytically than the data because it is possible to reconstruct so much with it that isn't contained within the data per se. I was doing all of this five years ago, the capability has been around for a while.
- pjc50 9y ago
  Do you ever worry that this data might be used for bad purposes?

deleted 9y ago

[deleted]

user5994461 9y ago

Mapping is wide and common industry, just like web or finance. The NSA only recruits in the USA. It's a fraction of the talent pool of the planet.

compuguy 9y ago
Its actually smaller. At minimum you have to be a naturalized or native born citizen of the USA for many jobs in the US Government. For the NSA, add the requirement of having a current clearance or the time to get one (worst case years).
cmahler7 9y ago
NSA violate the constitution on a daily basis, I'm sure they have a loophole to get whatever talent they need
- FractalNerve 9y ago
  Care to elaborate?

frankydp 9y ago

Most of this talent is in the private sector. Primarily around traffic.

jandrewrogers 9y ago

The handful of people I know that are real experts at the data science are all in the private sector.